AI technologies have exploded across industries, but APIs that power AI models often lack robust security. Over 57% of AI-enabled APIs are publicly exposed, while only 11% employ strong authentication and access controls. Attackers exploit these weak points to inject malicious code, siphon training data, or even manipulate machine learning pipelines. Wallarm’s researchers see these tactics succeeding in major breaches, such as those targeting Twilio and Tech in Asia, where attackers bypassed insufficient API protections to gain unauthorized access.

A standout finding is the new “Memory Corruption & Overflows” category in the Top-10 threat list. AI workloads push hardware boundaries, triggering buffer overflows and integer overflows that let attackers execute arbitrary code or crash systems. This kind of flaw used to be rare in web applications but has surged as binary APIs become standard in high-performance AI contexts. Malicious actors quickly seize these opportunities, using them to exfiltrate data or take over critical infrastructure.

API issues are now the number one attack vector, eclipsing older exploit types like kernel or supply-chain vulnerabilities. More than half of CISA’s known exploited flaws involve APIs, underscoring the shift to attacks that aim for direct entry points. Legacy endpoints—like .php files or AJAX calls—add another layer of exposure, because they often remain unpatched in production environments, from healthcare providers to government agencies.

Wallarm’s analysis covers 99% of 2024’s API-related CVEs and bug bounty disclosures, classifying them by CWE categories to produce actionable insights. Security teams can use these findings to prioritize fixes, especially for APIs supporting AI services. Strong memory-safety checks, real-time threat monitoring, and tightened authentication should become the norm.

Organizations that embrace AI must address API security head-on. Failure to do so risks data theft, operational chaos, and damaged reputations. As AI reshapes core business operations—from predictive modeling to customer engagement—protecting the APIs behind these systems is no longer optional.

Download the report:
https://www.wallarm.com/resources/2025-api-threatstats-report-ai-security-at-raise

The post 2025 API ThreatStats Report: AI Vulnerabilities Surge 1,025%, 99% Connected to APIs appeared first on Information Security Newspaper | Hacking News.

What is an AI Paraphrasing Tool?

To put it simply, an artificial intelligence (AI) paraphrase tool assists in rewriting sentences and paragraphs while preserving their meaning. Artificial intelligence is used as a tool to comprehend context and recommend different words. For me, it is perfect when I want to avoid repetition or when I am struggling to express a thought clearly. I have even used them to give my writing a fresh twist.

I remember struggling with a blog post about technology once. My ideas were there – but the writing felt stiff. Using a paraphrasing tool helped me reword sentences, making the blog flow better and sound more natural.

Why I Use AI Paraphrasing Tools

Over time, I realized that AI paraphrasing tools aren’t just for fixing awkward sentences—they are a great way to spark creativity. When writing about a familiar topic – the tool helps me think of new ways to present my ideas. Instead of sticking to my first draft, I can use the AI to suggest new phrasing, giving me a wider range of expression.

Another reason I love using paraphrasing tools is the time they save. When I am on a tight deadline – they help me quickly generate alternatives for a sentence or paragraph. This way, I can keep the momentum going without getting stuck on one line for too long.

How to Use AI Paraphrasing Tools Effectively

I have learned that using these tools wisely is key. 

First, I write a rough draft. Once I have got my ideas down – I run my sentences through the paraphrasing tool. If something feels awkward or too formal, the AI suggests alternative ways to phrase it. The AI detector can also spot areas where the rewording needs adjustment to ensure the content remains natural.

The best part of using AI paraphrasing tools is that they do not just replace words—they can also simplify complicated sentences, making my writing clearer and more readable. For example – if I am explaining a technical concept – the tool can suggest simpler ways to get the point across.

AI Paraphrasing Tools for Creativity

Sometimes, when I face a roadblock – the AI paraphrasing tool acts as a brainstorming partner. I will input a sentence or paragraph, and the tool provides several options. Some of these are great – while others need tweaking – but they help me think in new directions.

I recall once working on a marketing campaign and struggling to find the right catchy phrase. I used the paraphrasing tool – and within minutes – I had a few creative suggestions that were better than what I had initially thought.

Caution – AI Detector and Authenticity

Of course, it is important to use these tools in moderation. Relying too much on AI can make your writing sound mechanical. AI detectors can sometimes identify when a sentence has been rewritten by a tool. That’s why I always review the paraphrased text to make sure it still sounds like me and conveys my message authentically.

Final Thoughts

AI paraphrasing tools are now a vital part of my writing process. They help me improve clarity, save time, and spark creativity. Whether you are a professional writer or just starting out, these tools can be incredibly helpful. Just remember to use them as a supplement to your own ideas – not a replacement for them. With the right balance – they can make your writing more efficient and creative.

The post How to Use AI Paraphrasing Tools for Improved Writing and Creativity appeared first on Information Security Newspaper | Hacking News.

The Evolving Landscape of Workplace Safety in Texas

In cities like Dallas and Houston, where business is booming, safety and security are paramount. Dallas, with its diverse economy ranging from finance to technology, and Houston, a powerhouse of energy and industrial operations, both face a wide range of security threats. From theft and vandalism in retail spaces to unauthorized access and potential workplace violence in corporate offices, businesses must be vigilant. Ensuring safety isn’t just about compliance; it’s about fostering a workplace where employees feel secure and can focus on their work.

How Security Guard Companies are Making a Difference

Security guard companies are more than just a presence; they are an integral part of the strategy to keep businesses safe. Here’s how they are helping to protect workplaces in Dallas and Houston:

1. Visible Deterrence and Patrolling:

• In busy cities like Dallas and Houston, a visible security presence can significantly deter crime. Security guards patrolling office buildings, retail complexes, and industrial sites provide a strong, proactive deterrent against theft, vandalism, and other criminal activities. Their presence alone signals to potential wrongdoers that these premises are well-protected and not easy targets.

2. Access Control and Managing Entry Points:

• Controlling who enters and exits a building is crucial in preventing unauthorized access. In high-rise office buildings in downtown Dallas or sprawling industrial complexes in Houston, security guards manage entry points, check credentials, and monitor visitor activity. This tight control ensures that only authorized individuals gain access, thereby safeguarding both people and sensitive information.

3. Emergency Response and Crisis Management:

• In any emergency—be it a medical incident, a fire, or a potential security breach every second counts. Trained security guards are often the first responders on the scene, ready to act swiftly and effectively. They coordinate with local emergency services, implement evacuation plans, and ensure that everyone is safe and accounted for. In Houston’s large manufacturing plants or Dallas’s busy corporate offices, their role is vital in managing crises and minimizing harm.

4. Advanced Surveillance and Monitoring:

• Utilizing the latest in surveillance technology, security guard companies provide continuous monitoring of business premises. High-definition cameras, motion detectors, and real-time monitoring systems allow security teams to keep an eye on every corner of the property. In high-traffic areas like Houston’s Galleria or Dallas’s Uptown, this technology is crucial for detecting and responding to suspicious activity before it becomes a threat.

5. Conflict Resolution and Maintaining Order:

• Workplace conflicts, whether they arise from customer disputes in retail settings or interpersonal issues in offices, can escalate quickly. Security guards are trained in conflict resolution and de-escalation techniques, ensuring that these situations are handled professionally and safely. In busy retail environments or fast-paced corporate settings, this ability to maintain order is invaluable.

Success Stories: Dallas and Houston Leading the Way

The impact of security guard companies on workplace safety is evident across Texas, particularly in Dallas and Houston:

• Dallas: A Safer Corporate Hub: In Dallas, many businesses in high-profile areas like the Arts District and Downtown have partnered with security guard companies to enhance their safety measures. A major tech firm in Dallas, for instance, saw a notable reduction in theft and unauthorized access incidents after integrating a comprehensive security plan that included on-site security guards and advanced surveillance systems. Employees reported feeling safer and more focused, contributing to a more productive work environment.
• Houston: Protecting Industrial and Retail Spaces: In Houston, known for its sprawling industrial facilities and vibrant retail sectors, security guard companies have played a key role in crime prevention. A large industrial complex in Houston faced ongoing issues with equipment theft and unauthorized access. By employing a security team trained in industrial security protocols, the facility not only reduced theft but also improved overall safety for its workers. Similarly, retail businesses in high-traffic areas like The Woodlands and Memorial City have benefited from the visible presence of security guards, reducing shoplifting and enhancing customer safety.

Why Partner with a Security Guard Company?

Choosing to work with a security guard company is about more than just hiring extra personnel; it’s about investing in peace of mind and a safer workplace. Here’s why it makes a difference:

• Expertise and Training: Security guards are highly trained professionals equipped to handle a wide range of scenarios, from managing access control to responding to emergencies.
• Tailored Security Solutions: Security guard companies provide customized plans tailored to the specific needs of each business, ensuring comprehensive coverage.
• Proactive Prevention: A visible security presence and advanced monitoring deter crime before it happens, providing a proactive approach to safety.
• Community and Business Support: Security guards are part of the community. Their work supports local businesses, creating safer environments for everyone.

Looking Ahead: Building a Safer Business Environment in Texas

As Texas continues to grow and evolve, so too must our approach to workplace safety. Security guard companies are at the forefront of this evolution, working closely with businesses to develop innovative security solutions that keep employees safe and operations running smoothly. At AAA Security Guard Services, we are proud to support businesses in Dallas, Houston, and beyond, providing the expertise, resources, and commitment needed to build safer, more secure workplaces.

For businesses looking to enhance their security measures, now is the time to act. Contact AAA Security Guard Services today to learn more about how we can help protect your business and create a safer environment for everyone.

Sincerely,

Samuel Hanna

CEO – AAA Security Guard Services

The post Protecting Texas Businesses: AAA Security Huard Solutions for Dallas and Houston appeared first on Information Security Newspaper | Hacking News.

In recent years, there have been increasing amounts of cybersecurity threats that continue to evolve and pose  risks to consumers. Bring real-time ransomware detection to your cybersecurity stack to help keep your important files protected.

Ransomware Explained

Ransomware is a malicious software that locks up a user’s files with encryption and demands payment in exchange for the decryption key. It is important to have real-time detection capabilities in place to prevent ransomware attacks from causing irreparable damage to your organization’s data.

In recent times, these ransomware attacks have become more sophisticated and advanced. It is essential to take proper steps to prevent, combat, and recover from a ransomware attack, as the outcome of a cyberattack can be catastrophic. Ransomware can lead to severe data loss, operational disruptions, financial damages, and perhaps most importantly, damage to the image of the company.

New techniques are adopted by cybercriminals, such as double extortion, where the attackers encrypt important data and then expect a ransom to be paid in exchange for not leaking it. This is why ransomware protection is a top priority in the cybersecurity world.

The Importance of Real-Time Encryption Detection

Traditional means of protecting yourself against cyberattacks, such as a firewall or antivirus software, are no longer able to keep up with the ever-evolving advancements in cyber threats.

Real-time encryption detection is crucial in identifying ransomware attacks early on and minimizing the impact on your organization’s data. By continuously monitoring for suspicious activity, you can quickly respond to any potential threats and protect your sensitive information from being compromised.

The key benefits of using real-time encryption detection are:

• Behavioral analysis: By analyzing patterns of behavior within your network, real-time encryption detection can identify abnormal activity that may indicate a ransomware attack.
• File integrity: Real-time encryption detection can ensure the integrity of your files by detecting any unauthorized attempts to encrypt or modify them.
• Anomaly detection: By using anomaly detection, real-time encryption detection can also pinpoint unusual behavior that may be indicative of a security breach.
• Automated response: Automated response capabilities can quickly isolate and contain any potential threats, minimizing the impact on your network.
• Comprehensive reporting: This provides detailed insights into the detected threats and security incidents.

The Importance of Ransomware Recovery

Ransomware recovery is important because even with encryption detection and automated response capabilities, ransomware attacks can still occur. In the event of a successful attack, having a robust ransomware recovery plan in place is crucial to minimize downtime and data loss.

A well-planned ransomware recovery plan includes regularly tested and updated backups—these backups should be kept offsite to ensure that they remain untouched in the event of a cyberattack—recovery processes and workflows, and trained staff.

Restoring clean data with minimal losses is a key to getting back to business.

Final Words

It is no secret that cyberattacks are here to stay, and as time goes on, they will continue to become more sophisticated and dangerous. Therefore, it is essential for businesses to stay vigilant and continuously update their cybersecurity measures to protect against evolving threats. By bringing real-time ransomware detection to your cybersecurity stack, you can minimize the impact of ransomware attacks with a swift response and recovery, and therefore ensure business continuity.

The post Bring Real-Time Ransomware Detection to Your Cybersecurity Stack appeared first on Information Security Newspaper | Hacking News.

This article explores the benefits of SOC automation, key processes, challenges, solutions, and best practices.

What is SOC Automation?

SOC automation involves using automated processes and technologies in security operations centers. This is done to streamline cybersecurity operations. SOC automation components include advanced monitoring tools and incident response systems. Others are SIEM platforms and automated threat intelligence feeds. This integration allows SOC teams to find, analyze, and respond to security incidents in real time. It increases their threat visibility and efficiency.

Current trends in SOC automation focus on using AI and ML algorithms. Their goal is to improve predictions and automate decisions. That means SOC teams can detect and mitigate potential security threats earlier and stop attacks before they become severe.

Security Operations Center Automation Benefits

SOC automation is advantageous for organizations seeking enhanced security measures. Below are some of the benefits of SOC automation:

Faster Threat Detection and Response

Automated monitoring and analysis means SOC teams detect and respond faster, have shorter dwell time, and less damage from attacks.

Cost savings and Resource Optimization

By automating boring repetitive tasks, organizations can reallocate resources and operational costs in the SOC to more strategic security projects.

Faster Incident Response and Recovery

Automated incident response means containment and recovery are faster and less damage to assets and reputation.

Improved Accuracy

Automation means human error is reduced so critical security breaches are detected and responded to quickly and correctly. It also means false alarms are reduced so SOC analysts can get to the real security threats that matter.

Essential Processes for SOC Automation

Effective security automation platforms rely on several essential security processes that streamline cybersecurity operations:

1.     Threat Intelligence Integration

Threat intelligence platforms play a pivotal role in security operation center automation. That’s collecting, analyzing, and using threat data from threat feeds, security reports, and open-source intelligence. An automated security tool makes that happen in real time.

By using automated threat intelligence feeds, SOC teams can monitor and defend against new cyber threats. Those feeds mean risk identification is faster and countermeasures and threat mitigation can be applied. Integrated security intelligence makes detection more accurate and gives decision-making in the SOC more context to be more secure against advanced attackers.

2.     Security Incidents’ Detection and Response

Automated detection systems are key to SOC automation. They monitor networks and endpoints for unusual activity and security incidents 24/7.

When an incident is detected, automated response triggers predefined actions – isolate systems, block traffic, and alert security analysts to investigate. That means the SOC can respond faster and reduce damage and asset integrity. The automated process also reduces the dependency on human intervention for initial response actions.

3.     Security Information and Event Management Systems

SIEM systems are part of security operations center automation. They collect and correlate security event data from all over the organization. They give network activity, user behavior, and system logs in one place for threat detection and response.

Automated SIEM platforms analyze event logs in real-time with rule-based correlation and anomaly detection to find patterns of security incidents or policy breaches.

By correlating and analyzing events, SIEM systems make SOC operations faster and get resources to respond and mitigate faster. That’s proactive security for the organization against all cyber threats in today’s threat landscape.

4.     Vulnerability Management

Vulnerability management is part of SOC automation. That’s finding and fixing weaknesses in networks and systems. Automated vulnerability management tools scan IT infrastructure for vulnerabilities and severity of security.

By automating those assessments, organizations can prioritize and fix vulnerabilities faster and the window of attack is shorter. That’s proactive security for all defenses and critical systems will be protected from exploitation and breach.

5.     User and Entity Behavior Analytics

UEBA is part of SOC automation. AI and ML algorithms detect unusual user and entity behavior. It sets baseline behavior and monitors activity to find insider threats, unauthorized access, and other suspicious activity.

Automated User and Entity Behavior Analytics tools add to the SOC by detecting advanced cyber threats that traditional security doesn’t see. UEBA gives the SOC team early warning and means they can respond fast and risk and asset protection from new cyber threats.

Challenges and Solutions in SOC Automation

SOC automation has challenges and solutions. One of the challenges is integrating all the security tools and tech into the existing IT infrastructure. That’s planning, testing, and maintenance.

Additionally, reducing reliance on human intervention for routine tasks is another significant challenge. Automating repetitive tasks such as threat monitoring and incident response can minimize human error. It also accelerates response times

Another challenge is that security threats are changing all the time. Therefore, SOC teams need to be up-to-date with the latest threat intelligence and defense mechanisms. That means investing in advanced detection technology and external cybersecurity experts and industry peers.

Data privacy and compliance is another challenge in SOC automation, especially with GDPR and CCPA. Organizations need to protect data and be compliant or else it’s legal and customer trust will be lost.

And the skills gap in the SOC team is still a challenge. Addressing the skills gap among security teams is crucial for effective SOC automation implementation.

By planning, investing, and skill development, organizations can be more secure and get more out of SOC automation.

Best Practices for SOC Automation

SOC automation success is about these best practices:

Automation Goals

Define automation goals and metrics for SOC automation that map to the organization’s cybersecurity goals.

Security Tools and Technology

Choose security automation solutions and technologies that fit into the existing IT infrastructure and add to the SOC.

Monitoring and Improvement

Review and update SOC automation processes regularly for new threats and vulnerabilities.

Security Teams’ Collaboration and Communication

Cross-functional teams in the SOC need to collaborate and share knowledge.

Conclusion

SOC automation is key to modern security, and proactive defense against new threats. Automated tools like threat detection, incident response, SIEM, vulnerability management, and UEBA make operations faster and more effective. SOC automation means organizations are ready for the digital future and security.

As threats change, SOC automation is needed. Solutions need to be customized to the business and goals to protect assets and be secure. SOC automation is more than tech—it’s a strategic requirement for security excellence and resilience in the digital world.

The post Optimizing Cybersecurity: Essential Processes for SOC Automation Success appeared first on Information Security Newspaper | Hacking News.

UNDERSTANDING PST FILE CORRUPTION

WHAT IS A PST FILE?

Microsoft Outlook uses PST files to store various types of data, such as emails, contacts, calendar events, tasks, and notes. These files are essential for the proper functioning of Outlook. The file was developed to help the IT experts and admins reduce the storage load from the server by archiving the data locally, and it boosts the server performance and reduces the backup time.

COMMON CAUSES OF PST FILE CORRUPTION

• Large File Size: PST files that grow too large are more susceptible to corruption.
• Unexpected Shutdowns: Abruptly shutting down Outlook or the computer can cause the PST file to become corrupted.
• Virus Attacks: Malware can damage PST files, making them inaccessible.

SYMPTOMS OF CORRUPTED PST FILES

• Inability to Open Outlook: Microsoft Outlook may fail to start or crash unexpectedly.
• Missing Emails: Emails or other items may disappear from Outlook, indicating possible data corruption.

In this review, I am going to test Stellar Repair for Outlook tool, which is leading for repairing and fixing the Outlook PST file-related issue and will show you how the software works with the complete software demonstrations and features that can help you to resolve your problem, too.  

FEATURES OF STELLAR REPAIR FOR OUTLOOK

 Stellar Repair for Outlook is a powerful PST recovery tool designed to repair corrupt PST files and recover all mailbox items such as emails, contacts, calendars, attachments, Notes, personal folders and even the permanent deleted items etc., ensuring that users can regain access to their important data with minimal hassle. Here’s a detailed look at the key features of Stellar Repair for Outlook:

1. ADVANCED REPAIR CAPABILITIES

Stellar Repair for Outlook is equipped to handle even the most severely corrupted PST files. Whether the corruption is due to a large file size, unexpected shutdowns, or virus attacks, the software uses sophisticated algorithms to scan, diagnose, and repair the damage. This ensures that users can recover their data regardless of the severity of the corruption.

2. RECOVERY OF ALL MAILBOX COMPONENTS

One of the standout features of Stellar for Outlook pst repair is its ability to recover all types of mailbox components. This includes not just emails but also attachments, contacts, calendar entries, tasks, notes, and journals.

3. USER-FRIENDLY INTERFACE

Stellar Repair for Outlook is designed with a user-friendly interface that caters to both technical and non-technical users. The intuitive design ensures that the repair process is straightforward and easy to navigate.

4. COMPATIBILITY WITH ALL VERSIONS OF OUTLOOK

Stellar Repair for Outlook is compatible with all versions of Microsoft Outlook, from the oldest to the latest releases. This broad compatibility ensures that users can repair PST files regardless of the version of Outlook they are using.

5. MULTIPLE SAVING OPTIONS

After repairing a PST file, Stellar Repair for Outlook offers multiple options for saving the recovered data. This flexibility allows users to choose the most convenient format and location for their needs.

6. PERFORMANCE AND SPEED

Stellar Repair for Outlook is optimized for performance, ensuring that the repair process is both fast and efficient. Users can quickly get back to their daily tasks without prolonged downtime.

7. ROBUST SECURITY FEATURES

The software is designed with robust security features to ensure that the repair process is safe and secure. User data is handled with the utmost care to prevent any loss or unauthorized access.

8. CUSTOMER SUPPORT AND UPDATES

Stellar Repair for Outlook comes with comprehensive customer support and regular updates, ensuring that users always have access to the latest features and assistance when needed.

SYSTEM CONFIGURATION REQUIRED

The basic system configuration is recommended for using the Stellar Repair for Outlook with its full efficiency.

Processor: Intel compatible (x64-based processor)

Memory: 4 GB minimum (8 GB recommended)

Hard Disk: 250 MB for installation files

Operating System:

(64 Bit only) Windows 11, 10, 8.1, 8, 7

STEP-BY-STEP GUIDE TO USING STELLAR REPAIR FOR OUTLOOK

We suggest you check the video explanation for better understanding about the software, which will help you in testing the software: https://www.youtube.com/watch?v=IUht021Utug&t=34s.

1. Visit the Official Website:
   
   • Go to the Stellar Repair for Outlook pst repair.
     

1. Download the Software:
   
   • Click on the “Free Download” button to download the installer.
     
2. Install the Software:
   • Once the download is complete, run the downloaded installer file.
   • Follow the on-screen instructions to complete the installation process.

STEP 2: LAUNCH STELLAR REPAIR FOR OUTLOOK

1. Open the Application:
   • Double-click the Software to Repair Outlook pst icon on your desktop or find it in your Start menu to launch the application.

STEP 3: SELECT THE PST FILE TO REPAIR

1. Select Outlook Data File:
   • In the Stellar Repair for Outlook interface, click on the “Select Outlook Data File” button.

Locate the PST File:

• You can either browse your computer to locate the PST file manually or use the “Find” option if you are unsure of the file’s location.

1.  In addition, I found the “Profile Listing” option, which is an advanced feature which automatically detects the Outlook Data file (OST/PST) with the associated Outlook profile.
2. Now Navigate to the location of your PST file, select it, and click “Open.” Button to load the PST file in the software. 

STEP 4: SCAN THE PST FILE

1. Start the Repair Outlook pst Process:
   • Click on the “Repair” button to begin scanning the selected PST file for errors and corruption.
2. Monitor the Progress:
   • A progress bar will display the status of the repair Outlook pst process. The duration of the scan will depend on the size and extent of the corruption in the PST file.

STEP 5: PREVIEW THE REPAIRED PST FILE ITEMS

1. Preview Data:
   • Once the scan is complete, Stellar Repair for Outlook will display a preview of the repaired PST file items.
   • This includes emails, contacts, calendar entries, tasks, and notes, personal folders and deleted items (highlighted in red color)
   • Click through the items to verify their integrity and ensure that all your data has been recovered.

STEP 6: SAVE THE REPAIRED PST FILE

1. Select Items to Save:
   • You can choose to save specific items or folder or the entire PST file.
2. Save Options:
   • Click on the “Save Repaired File” button.
   • You will be prompted to choose a destination for the repaired PST file.
   • Stellar Repair for Outlook allows you to save the repaired data in multiple formats, including PST, MSG, EML, RTF, HTML, and PDF.
3. Save the File:
   • Select the desired format and destination, then click “OK” to save the repaired file.

STEP 7: IMPORT THE REPAIRED PST FILE INTO OUTLOOK

1. Open Outlook:
   • Launch Microsoft Outlook on your computer.
2. Import the PST File:
   • Go to “File” > “Open & Export” > “Import/Export.”
   • Choose “Import from another program or file,” then select “Outlook Data File (.pst)” and click “Next.”

Browse and Select the Repaired PST File:

• Browse to the location where you saved the repaired PST file, select it, and click “Next.”

Complete the Import Process:

• Follow the on-screen instructions to complete the import process.
• Your repaired PST file data will now be available in Outlook.

PRICING AND FEATURES:

The software comes with three editions Professional, Technician and Toolkit. The Professional edition costs around $79 for one year & $99 for the Lifetime.  In the same way, the Technician has two options: $149 for the Year and $249 for the Lifetime. They also have the Toolkit edition where you can get 7 most important tools (OST to PST converter, PST repair tool, Splitter for PST, Merge for PST, compacter , Password recovery, Undelete Email for Outlook) all these tools in 1 tool that why they are calling it 7in1 tool. For more details

Rpairing PST

4. CONCLUSION – ADVANCED REPAIR CAPABILITIES

• Handles Severe Corruption: The software uses advanced algorithms to repair even severely corrupted PST files, ensuring high recovery success rates.
• Deep Scan Technology: Stellar Repair for Outlook performs a thorough scan of the PST file to identify and repair all forms of corruption.

Repairing PST files is essential for maintaining effective email management. Stellar Repair for Outlook provides an efficient solution for recovering and restoring corrupted PST files. The software’s advanced features and ease of use make it an excellent choice for resolving PST file issues. Consider using Stellar Repair for Outlook for your PST repair needs. For more information or to purchase the software, visit the official Stellar Repair for Outlook website.

The post Step-by-Step Guide to Repair Outlook PST Files Using Stellar Repair for Outlook appeared first on Information Security Newspaper | Hacking News.

Understanding Encryption Basics

Encryption refers to the changing of information into a code that cannot be understood so that the real meaning is concealed. Encryption mainly aims at ensuring the safety of electronic records when in storage or during transmission via the internet or alternative means. Symmetric encryption and asymmetric encryption are the two simplest encryption techniques. They include using one key for both coding and decoding data in symmetric encryption and using two keys which are a public and private key in asymmetric encryption respectively. These basic procedures are very important because through them communication channels can be made safe and your information can be kept in a secure way even if it is moving from one place to another.

Key Encryption Techniques for Software Security

The use of strong encryption methods is important to software engineers in order to secure private data. The following are a few of the basic approaches:

• Secure Protocols Utilization: It is important that one always opts for secure means of transmitting sensitive information such as TLS or other better protocols.
• Data-at-Rest Protection: Use encryption techniques such as AES to protect data that is kept in storage medium. By doing this, if an encryption key is required, it would mean that data thieves cannot just decrypt the data without having the encryption key first.
• Regular Key Management: Managing keys is very important. Ensure that you change and replace encryption keys systematically to reduce the chances of it being seen.

For instance, turnkey sports solution by Altenar provides all the software and player account management tools that a sports betting operator needs, ensuring that both in-transit and at-rest data are adequately protected through robust encryption methodologies.

Implementing Encryption in Software Development

Careful planning and execution are necessary when integrating encryption into software development. The following are a few important measures:

• Make a Choice on the Appropriate Encryption Form: For this reason, you should make a choice whether to use symmetric encryption or asymmetric one depending on the nature of the data and its utilization.
• Include Encryption Libraries: Utilize complex encryption algorithms that are taken from reliable sources and are available through well-maintained libraries.
• Guarantee Conformity: Understand and follow rules like GDPR, HIPAA, or PCI DSS concerning data encryption protocols.

Best Practices for Encryption

To maximize the effectiveness of encryption strategies, developers should adhere to the following best practices:

• Avoid Hard-Coding Keys: Never hard-code encryption keys directly into the application’s source code. Instead, use secure vaults or services designed for key management. Storing keys in a secure, centralized location helps mitigate the risk of unauthorized access and makes it easier to manage keys over their lifecycle.
• Use Salting and Hashing for Passwords: To enhance the security of stored passwords, use techniques such as salting and hashing. This approach not only secures passwords but also ensures that each instance of the same password is uniquely encrypted, thereby thwarting common attacks like rainbow table attacks.
• Educate Your Team: Ensure that all team members are knowledgeable about the principles of encryption and the importance of security. Regular training sessions and updates on the latest security practices and threats can empower developers to take proactive steps in securing applications.

Advanced Encryption Strategies

For those looking to enhance their encryption efforts, considering more advanced strategies is beneficial:

• Implementing Layered Security: Use multiple layers of encryption to protect different aspects of your application. This approach, often referred to as defense in depth, ensures that even if one layer is compromised, additional layers of security protect the underlying data.
• Zero Trust Architectures: Adopt a zero-trust model that assumes breach and verifies each request as though it originates from an open network. This methodology minimizes the risk of insider threats and reduces the attack surface of applications.
• Utilize Blockchain Technology: For applications needing decentralized security, blockchain technology offers an immutable, encrypted ledger that is hard to tamper with. This technology is particularly beneficial in scenarios where data integrity and transparency are crucial, such as in supply chain management or financial transactions.

Conclusion: Securing the Future

Encryption goes beyond being just a technical necessity; it plays a very big role towards confidence in electronic communication. By using appropriate encryption approaches, programmers can safeguard confidential information, and develop secure as well as trusted software. Has encryption become the cornerstone of digital security? Absolutely, and as technology evolves, so too must our strategies for protecting it. What will the future of encryption look like? It promises even greater integration into everyday technology, continuously improving to stay ahead of potential threats. In prospect, development and implementation of advanced encryption standards will play a pivotal role in fighting the continuously changing cyber menace, thus encryption becoming stronger and easily deployable across different platforms and sectors of the economy.

The post Implementing Encryption: Essential Techniques for Secure Software appeared first on Information Security Newspaper | Hacking News.

Your initial understanding of the subject can be developed through cybersecurity analysis courses at the university. These courses can also help you decide if this career path is right for you. It is good to receive foundational training in software development and networking, including web applications, while you are at university. Afterward, you can gain hands-on experience by practicing infrastructure penetration testing.

Usually, your initial attempts to secure a job as a web penetration tester might reveal gaps in your knowledge. Seeking employment at companies like VentureDive, where the work could help fill these educational gaps and offer valuable experience, is a smart approach. For instance, you could start as a technical support specialist in information security at a large company. After about two to four months, you might go for your first interview for a security analyst position, during which you could identify any weak points you might still have. With a few more months of work under the guidance of a mentor and diving into training materials, you could successfully land a position as a penetration tester.

Choosing where to work in the future is not as straightforward as it may appear. In a large, well-known company, you will be surrounded by a high level of expertise and likely assigned a mentor. However, the opportunity to find truly interesting vulnerabilities in real projects might be limited. This is because such organizations often have costly services, and their clients are usually not willing to skimp on development and security. Consequently, you will be working with quality products that have undergone thorough security testing, reducing the likelihood of encountering situations that provide valuable experience.

In a small company, you should not expect to find a mentor, a high level of expertise, or an impressive salary. However, these companies often get orders to pentest applications with many vulnerabilities, providing invaluable experience for those new to the profession. With this experience under your belt, you could eventually transition to a larger company.

Mastering Interview Techniques

Given that we cannot cover everything, let’s go over the essential knowledge and skills you need to analyze vulnerabilities in web applications.

• A pentester needs to understand how applications function on the network level, which includes knowing about TCP handshakes, domain names, IPs, proxies, etc. It is also important to grasp the basics of how HTTP and HTTPS protocols work. Being prepared to answer questions like “What is the difference between HTTP methods?” “When should PATCH be used as opposed to POST?” and “How do HTTP 0.9/1.1 differ from HTTP/2?” is a part of this foundational knowledge.

• Vulnerabilities are not always tucked away in a web application’s code; sometimes, they are embedded in its architecture, like within the web server itself. Often, a pentester might not have a direct view of the application’s architecture but can infer how it functions. Therefore, having knowledge in this area is incredibly useful.

• As vulnerabilities become more complex, it is important to grasp the basics. This foundational understanding allows you to tackle more complex issues as they arise.

• Developing the ability to search for answers to your questions using open sources is vital, even if you have someone to ask. Always start by seeking out information and attempting to solve problems on your own before seeking help.

• Being able to write and read code in various languages, including PHP, Python, JavaScript, Java, and C#, is essential. When it comes to analyzing web applications, you will encounter different approaches, such as white box, gray box, and black box testing. For example, if you are doing white box testing and have access to the application’s source code, having development experience is a big plus. Additionally, the ability to write automation scripts and tailor third-party tools to fit your needs is a valuable skill.

• Pentest projects frequently require examining the application from the outside in. You need the ability to scan the network and identify vulnerable services to ensure no obvious security flaws are overlooked.

• In your work, you will often need to theoretically explain the nature of a vulnerability. This requires understanding basic concepts, such as how databases operate, the properties of information, and what constitutes vulnerability and exploitation. Essential skills also include system administration for both Windows and Linux.

Simply studying a vast number of vulnerabilities will turn you into a top-tier professional because it does not cultivate the skill of discovering them. During actual pentest projects, the toughest part is often identifying vulnerabilities. It is advised to search for vulnerable applications and analyze them without peeking at the technology stack or hints about the vulnerabilities. This practice offers foundational experience and insights into how things operate in an actual project.

For those lacking a basic education in security analysis, paid penetration testing courses are an option to consider. Unfortunately, the better courses tend to be expensive, and it is difficult to recommend any budget-friendly options that are truly effective. It is crucial to realize that these courses will not turn you into an expert overnight, as some might claim, but they will provide you with a solid understanding of the profession.

The post The Path to a Pentesting Career (A Blueprint for Aspiring White Hats) appeared first on Information Security Newspaper | Hacking News.

In the dynamic world of digital transactions, where convenience meets technology, there exists a silent adversary – online payment fraud. This digital menace poses a significant threat to the sanctity of online commerce, challenging the security of personal financial information and undermining the trust in digital payment systems. In this landscape, understanding the nature of online payment fraud, its implications, and the strategies for its prevention, is crucial for businesses and consumers alike.

Unraveling Online Payment Fraud

Online payment fraud involves illegal or unauthorized transactions made over the internet. It encompasses a variety of tactics used by fraudsters to deceive individuals or businesses, steal financial information, or disrupt transaction processes. This form of fraud can occur across various platforms, including e-commerce websites, online banking portals, and mobile payment applications.

More information: https://nethone.com/blog/what-is-online-payment-fraud-and-how-to-prevent-it

The Many Faces of Online Payment Fraud

• Card-Not-Present (CNP) Fraud: This occurs when stolen card information is used to make purchases online or over the phone.
• Identity Theft: Fraudsters use stolen personal information to carry out transactions or open new accounts in the victim’s name.
• Phishing Scams: These involve tricking individuals into revealing their financial details through deceptive emails or websites.
• Account Takeover: This happens when a fraudster gains access to a user’s payment account, changing login details and making unauthorized transactions.
• Merchant and Affiliate Fraud: Unscrupulous merchants or affiliates might engage in fraudulent activities, such as charging for goods never delivered.

The Ripple Effect: Implications of Online Payment Fraud

• Financial Losses: Victims, both individuals and businesses, can suffer significant financial losses due to fraudulent transactions.
• Reputational Damage: For businesses, frequent instances of fraud can lead to a loss of customer trust and damage to their brand reputation.
• Operational Disruption: Addressing fraud can be resource-intensive, diverting attention from core business activities.
• Legal and Compliance Issues: Failure to protect customer data can result in legal consequences and non-compliance fines.

Building a Fortress: Strategies Against Online Payment Fraud

• Robust Authentication Processes: Implementing multi-factor authentication can significantly reduce the risk of unauthorized access.
• Advanced Fraud Detection Systems: Utilizing AI and machine learning-based systems to monitor and flag suspicious transaction activities.
• Consumer Education: Informing customers about safe online payment practices and how to recognize fraudulent schemes.
• Encryption and Secure Payment Gateways: Ensuring that all transaction data is encrypted and secure from interception.
• Regular Security Audits: Conducting periodic assessments of security protocols to identify and address vulnerabilities.

Charting a Safer Path Forward

In conclusion, as the digital economy continues to grow, the challenge of online payment fraud becomes increasingly complex. Combating this threat requires a multifaceted approach that combines advanced technology, vigilant monitoring, and informed consumers. The future of safe and secure online transactions depends on our collective ability to stay a step ahead of fraudsters, safeguarding the integrity of digital commerce and maintaining the trust of its participants.

The post Online Payment Fraud: The Silent Adversary in the Digital Transaction Realm appeared first on Information Security Newspaper | Hacking News.

The digital marketing landscape is ever-evolving, and in this dynamic environment, white label SEO services have emerged as a game-changer for many agencies. By partnering with a white label seo outsourcing agency, agencies can offer comprehensive SEO services under their own brand, without the overhead of developing these capabilities in-house. This strategic move can significantly catalyze agency growth, enabling them to cater to a wider clientele while maintaining high service standards.

Expanding Service Offerings with White Label SEO

Broadening Agency Capabilities

White label SEO services enable agencies to rapidly expand their service offerings. This expansion is not limited to basic SEO; it can include specialized services like local SEO, e-commerce SEO, technical SEO, and content marketing. Agencies can thus offer a full suite of SEO services, enhancing their competitive edge in the market.

Meeting Diverse Client Needs

The beauty of white label SEO lies in its versatility. Agencies can cater to various client requirements, from small local businesses needing basic SEO to large corporations requiring complex, multi-faceted SEO strategies. This flexibility ensures that agencies can serve a diverse clientele, enhancing their market reach and profitability.

Case Studies: Success Stories of Expanded Services

Numerous agencies have successfully utilized white label SEO to scale their businesses. For instance, a small agency primarily focused on web design successfully integrated white label SEO and saw a 50% increase in their revenue within a year. Another example is an agency that used white label SEO to expand into new markets, offering localized SEO services that significantly boosted their client base.

Cost Efficiency and Scalability

Reducing Overhead Costs with Outsourcing

Expanding on the concept of reducing overhead costs through outsourcing to a white label SEO provider, it’s important to delve into the various dimensions of how this strategy can be financially advantageous for agencies, especially those with constrained resources.

Financial Implications of an In-House SEO Team

Maintaining an in-house SEO team involves various financial commitments. Firstly, there are the direct costs associated with hiring experienced SEO professionals, which include competitive salaries, benefits, and potentially recruitment fees. Beyond this, there are ongoing costs related to training and professional development. SEO is a field that is continually evolving, and keeping a team up-to-date requires investment in training and access to the latest tools and technologies. These costs can be prohibitive, especially for smaller agencies or those just starting out.

Cost-Saving Aspects of White Label SEO

When an agency opts for white label SEO services, it bypasses many of these costs. The white label provider bears the responsibility and costs of maintaining a skilled team, including continuous training and development. Agencies benefit from having access to a team of experts without the associated overheads. This arrangement is particularly cost-effective as it transforms fixed labor costs into variable costs, enabling agencies to align expenses directly with client projects and revenue.

Resource Allocation Benefits

Outsourcing SEO frees up an agency’s internal resources. Instead of allocating time and budget to managing an in-house team, these resources can be redirected towards areas such as business development, client relationship management, and expanding other service areas. This reallocation can lead to better overall efficiency and profitability.

Reduced Risk and Increased Flexibility

Working with a white label SEO provider offers greater operational flexibility. Agencies can scale their SEO services up or down based on client demand without worrying about the capacity of their in-house team. This scalability reduces business risk, as agencies are not left with underutilized staff during slower periods or stretched thin during peak times.

Access to Advanced Tools and Technologies

White label SEO providers often have access to advanced SEO tools and technologies. Agencies benefit from these tools indirectly through their partnership, enhancing their service offerings. Acquiring such tools independently can be a significant investment, thus outsourcing to a white label provider offers a more cost-effective way to access these advanced capabilities.

In conclusion, outsourcing SEO to a white label provider offers a financially prudent solution for agencies looking to offer high-quality SEO services. It reduces the burden of overhead costs associated with an in-house team, provides flexibility in resource allocation, and grants access to advanced SEO tools and expertise. For smaller agencies and startups, this approach not only makes financial sense but also strategically positions them to compete effectively in the digital marketing arena.

Scalability of Services in Response to Market Demand

The scalability offered by white label SEO is a critical advantage. Agencies can effortlessly scale their SEO services in response to client demand. During peak times or for large-scale projects, agencies can leverage their white label partner’s resources without any operational hassles.

Balancing Quality and Cost-Effectiveness

Ensuring high-quality SEO services while maintaining cost-effectiveness is crucial. Partnering with a reputable white label SEO company ensures access to expert skills and advanced SEO tools, guaranteeing high-quality services at a fraction of the cost of developing these capabilities in-house.

Enhancing Client Satisfaction and Retention

Delivering Expert SEO Results

By leveraging the expertise of a specialized white label SEO company, agencies can deliver top-tier SEO results. Expert strategies like advanced keyword optimization, effective link-building, and comprehensive on-page SEO ensure that clients see real improvements in their search rankings and web traffic.

Maintaining Consistent Service Quality

Consistency in service quality is crucial for client retention. A reliable white label SEO partner provides standardized, quality-assured SEO practices. This consistency ensures that all clients receive top-notch service, enhancing the agency’s reputation and client trust.

Building Long-term Client Relationships

Satisfied clients are likely to stay longer and refer additional business. Agencies can foster long-term relationships by providing transparent reporting, regular communication, and demonstrating a deep understanding of each client’s unique SEO needs.

Marketing and Selling White Label SEO Services

Developing a Strong Value Proposition

Developing a compelling value proposition is critical for agencies. This involves articulating the unique benefits of the agency’s SEO services, such as customized strategies, comprehensive reporting, and a track record of successful SEO campaigns.

Strategies for Marketing SEO Services

Effective marketing strategies for SEO services might include engaging content marketing, leveraging social media platforms, showcasing case studies and client testimonials, and conducting targeted digital campaigns that highlight the agency’s SEO success stories.

Tips for Effective Sales Conversations

In sales conversations, the focus should be on understanding the client’s unique needs and demonstrating how the agency’s SEO services, powered by their white label partnership, can meet these needs. Effective sales strategies involve active listening, addressing pain points, and clearly articulating the ROI of the SEO services.

Navigating Challenges and Maximizing Efficiency with White Label SEO

Further exploring the realm of “Cost Efficiency and Scalability,” a key aspect where white label SEO truly shines is in its ability to help agencies navigate the challenges of fluctuating market demands. For instance, a marketing agency might experience a surge in demand for SEO services during certain seasons or around specific events. White label SEO provides the flexibility to scale services up or down, meeting these demands efficiently without the long-term commitment or expense of hiring additional staff. This scalability ensures that agencies can remain agile and responsive to market changes, providing consistent service quality regardless of workload fluctuations.

In the context of “Enhancing Client Satisfaction and Retention,” the partnership with a white label SEO provider can lead to faster turnaround times and broader service offerings, directly impacting client satisfaction. Agencies can offer niche-specific SEO strategies, such as local SEO for regional businesses or e-commerce SEO for online stores, tailored to the unique needs of their clients. This customization, backed by the expertise of the white label provider, not only retains existing clients but also attracts new ones seeking specialized SEO solutions.

By addressing these specific challenges and opportunities, agencies can maximize their operational efficiency and client satisfaction, setting the stage for sustained growth and profitability in the competitive digital marketing landscape.

Future-Proofing Your Agency with White Label SEO

In conclusion, integrating white label SEO services is a strategic move for agencies looking to build a profitable and sustainable business model. This approach not only helps in expanding service offerings and enhancing client satisfaction but also ensures that agencies stay competitive in the rapidly evolving SEO landscape. By partnering with a proficient White Label SEO Company, agencies can future-proof their business, ensuring long-term growth and success in the digital marketing arena.

The post Building a Profitable Agency with White Label SEO Services appeared first on Information Security Newspaper | Hacking News.

The cybersecurity field continuously generates new terms and concepts as it evolves with time. It also repurposes words to describe new concepts. There’s a never-ending flow of jargon that some refer to as an alphabet soup of complexity. From  NGAV to XDR, it appears unlikely for cybersecurity to run out of new acronyms and terminologies.

Meanwhile, some popular terms used in cybersecurity can have contradicting meanings. These are the so-called contronyms, which may add some spice to the insipidity of tech terms. Here’s a list of some famous cybersecurity words or phrases many would probably think they are already familiar with but are likely to be surprised to learn about their other meanings. 

Hacking

Most people tend to equate hacking to cybercrime, an attempt to illegally access, damage, or take over a computer system. This is not surprising given that most news articles that mention hacking use the term in its negative connotation, referring to cyber attacks aimed at bypassing access controls or security measures to prevent the unauthorized use of IT resources.

However, hacking can mean something positive or useful. In cybersecurity, system hacking can refer to an authorized effort to break existing security measures to test their effectiveness and spot weaknesses. The term often used for this action is “ethical hacking,” but hacking by itself is neither good nor bad. It’s how it is used that spells the difference.

Hacking in both its malicious and ethical instances follows the same stages. Also, they use similar techniques, from password cracking to phishing, the deployment of rootkits and trojans, exploitation of buffer overflows, privilege escalation, and the use of keyloggers. These steps and techniques are observed in attempts to exploit vulnerabilities and detect security weaknesses so that they can be plugged or resolved.

Patching 

In contrast to hacking, patching is often perceived as a positive term. It is mostly known as the application of a software patch to address a vulnerability or add new functions. Software publishers regularly release patches for their software in response to developments in the cyber threat landscape and to provide improvements in their software products.

Negatively, patching refers to the unauthorized modification of a software or system by taking advantage of system vulnerabilities. Cybercriminals can infiltrate or corrupt software pipelines, allowing them to send out malicious software patches to unsuspecting users. This works because many tend to excessively trust their automated software pipelines or they carelessly obtain their software updates from unofficial sources.

Sniffing 

Among those involved in network administration, sniffing is a legitimate process that entails the tracking and analysis of network traffic. This is done to undertake a troubleshooting task, monitor network performance, or facilitate network security-related actions. It is one of the vital actions in Intrusion Detection Systems (IDS).

However, sniffing can also refer to malicious packet sniffing, wherein an attacker intercepts the packets transmitted through a network. Sniffing allows bad actors to steal login credentials and other sensitive information. It can help them gain access to online accounts or steal crucial data. Sniffing is often used as a form of cyber attack on devices that connect to the internet through public WiFi networks. 

Sniffing in the negative context is not new. It has been used as an attack for decades. Cybersecurity advocates pointed out the threat of sniffing more than a decade ago amid the proliferation of businesses that offer free public WiFi connection without strong security. 

Scripting 

Scripting refers to the writing and deployment of scripts for the automation of repetitive tasks. It is used to automate routine actions, which enables the efficient management of systems. Scripting is also employed in penetration testing to simulate cyber attacks on a system. Similarly, it is used in log analysis and monitoring, day-to-day security operations, forensics and incident response, and cross-platform compatibility testing.

However, scripting can also be malicious, as used by threat actors. Cybercriminals can turn to malicious scripting to automate the execution of files that have been successfully introduced into a system. Successfully deceiving a computer user into downloading a file is not enough for the malicious file to inflict damage. Scripts are necessary to unleash the effects of malicious files and detect security vulnerabilities.

Backdoor 

The term backdoor is usually known for its negative implication. Most news and articles refer to backdoors in an unfavorable context. This should not come as a surprise since backdoors are often used by cybercriminals. They serve as a way to bypass normal authentication for any computer-related system, facilitating unauthorized access or the introduction of malicious files to a computer or network.

However, backdoors can be a feature intentionally added to the software. They can be deliberately put in an app to provide an optional means of access in cases when conventional access methods are unavailable. This “necessary” version of a backdoor was in the spotlight some years ago when the US FBI asked Apple to purposely build a backdoor on their iPhones. 

Kill chain

The cyber kill chain is a framework developed by Lockheed Martin as part of its patented Intelligence Driven Defense model for cyber attack identification and prevention. It consists of a series of steps that represent the different stages of a cyber attack, from early reconnaissance to command and control and “actions on objectives.” This model helps organizations visualize and comprehend the different stages of an attack, focusing on critical points in the attack, developing strategies to mitigate threats, and boosting incident response capabilities.

Essentially, the kill chain is a process that is supposed to help organizations prepare for cyber attacks, successfully fend off an assault, and mitigate problems that emerge in the wake of a cyber attack. However, the phrase kill chain, in colloquial use, may refer to a successful cyber attack.

An exercise in cybersecurity jargon complexity

It may sound confusing, but contronyms exist everywhere. Interestingly, these words still make sense despite the auto-contradiction. In cybersecurity, contronyms reflect the complexity and flexibility of language, showing how words can change in meaning depending on their context and usage.

Isn’t it counterintuitive for cybersecurity terms to bear contradicting meanings? Possibly. However, what is ultimately important is the understanding that cybersecurity terms are far from straightforward. It is a must to properly get acquainted with them to understand what they really mean, especially with the rise of a plethora of acronyms and jargon introduced by security solution providers. Many of which tend to be marketing-speak or misnomers.

The post System Hacking, Scripting, and Other Contronyms in Cybersecurity appeared first on Information Security Newspaper | Hacking News.

This article will touch on the ways that this new tech is affecting already established practices, what new practices are arising, and whether or not they are safe and ethical.

How does AI affect already established security practices?

It is a fair statement to make that AI is still a nascent technology. Most experts agree that it is far from reaching its full potential, yet even so, it has still been able to disrupt many industries and practices. In terms of already established security practices, AI is providing operators with the opportunity to analyze huge amounts of data at incredible speed and with impressive accuracy. Identifying patterns and detecting anomalies is easy for AI to do, and incredibly useful for most traditional data security practices. 

Previously these systems would rely solely on human operators to perform the data analyses, which can prove time-consuming and would be prone to errors. Now, with AI help, human operators need only understand the refined data the AI is providing them and act on it.

In what ways can AI be used to bolster and improve existing security measures?

AI can be used in several other ways to improve security measures. In terms of access protection, AI-driven facial recognition and other forms of biometric security can easily provide a relatively foolproof access protection solution. Using biometric access can eliminate passwords, which are often a weak link in data security.

AI’s ability to sort through large amounts of data means that it can be very effective in detecting and preventing cyber threats. An AI-supported network security program could, with relatively little oversight, analyze network traffic, identify vulnerabilities, and proactively defend against any incoming attacks. 

The difficulties in updating existing security systems with AI solutions

The most pressing difficulty is that some old systems are simply not compatible with AI solutions. Security systems designed and built to be operated solely by humans are often not able to be retrofitted with AI algorithms, which means that any upgrades necessitate a complete, and likely expensive, overhaul of the security systems. 

One industry that has been quick to embrace AI-powered security systems is the online gambling industry. For those who are interested in seeing what AI-driven security can look like, visiting a casino online and investigating its security protocols will give you an idea of what is possible. Having an industry that has been an early adoption of such a disruptive technology can help other industries learn what to do and what not to do. In many cases, online casinos staged entire overhauls of their security suites to incorporate AI solutions, rather than trying to incorporate new tech, with older non-compatible security technology.

Another important factor in the difficulty of incorporating AI systems is that it takes a very large amount of data to properly train an AI algorithm. Thankfully, other companies are doing this work, and it should be possible to buy an already trained AI, fit to purpose. All that remains is trusting that the trainers did their due diligence and that the AI will be effective.

Effectiveness of AI-driven security systems

AI-driven security systems are, for the most part, lauded as being effective. With faster threat detection and response times quicker than humanly possible, the advantage of using AI for data security is clear.

AI has also proven resilient in terms of adapting to new threats. AI has an inherent ability to learn, which means that as new threats are developed and new vulnerabilities emerge, a well-built AI will be able to learn and eventually respond to new threats just as effectively as old ones.

It has been suggested that AI systems must completely replace traditional data security solutions shortly. Part of the reason for this is not just their inherent effectiveness, but there is an anticipation that incoming threats will also be using AI. Better to fight fire with fire.

Is using AI for security dangerous?

The short answer is no, the long answer is no, but. The main concern when using AI security measures with little human input is that they could generate false positives or false negatives. AI is not infallible, and despite being able to process huge amounts of data, it can still get confused.

It could also be possible for the AI security system to itself be attacked and become a liability. If an attack were to target and inject malicious code into the AI system, it could see a breakdown in its effectiveness which would potentially allow multiple breaches.

The best remedy for both of these concerns is likely to ensure that there is still an alert human component to the security system. By ensuring that well-trained individuals are monitoring the AI systems, the dangers of false positives or attacks on the AI system are reduced greatly.

Are there legitimate ethical concerns when AI is used for security?

Yes. The main ethical concern relating to AI when used for security is that the algorithm could have an inherent bias. This can occur if the data used for the training of the AI is itself biased or incomplete in some way. 

Another important ethical concern is that AI security systems are known to sort through personal data to do their job, and if this data were to be accessed or misused, privacy rights would be compromised.

Many AI systems also have a lack of transparency and accountability, which compounds the problem of the AI algorithm’s potential for bias. If an AI is concluding that a human operator cannot understand the reasoning, the AI system must be held suspect.

Conclusion

AI could be a great boon to security systems and is likely an inevitable and necessary upgrade. The inability of human operators to combat AI threats alone seems to suggest its necessity. Coupled with its ability to analyze and sort through mountains of data and adapt to threats as they develop, AI has a bright future in the security industry.

However, AI-driven security systems must be overseen by trained human operators who understand the complexities and weaknesses that AI brings to their systems.

The post AI and Security: Are They Aiding Each Other or Creating More Issues? Exploring the Complex Relationship in Technology appeared first on Information Security Newspaper | Hacking News.