How Glog.AI can help remediation of software security vulnerabilities?

Software security vulnerabilities are coding flaws or system misconfigurations that can be exploited by attackers to compromise the confidentiality, integrity, or availability of your software applications. They can cause serious damage to your business, such as data breaches, reputation loss, legal liability, or financial losses.

Therefore, it is essential to identify and fix software security vulnerabilities as early as possible in the software development lifecycle (SDLC). However, this is not an easy task, as it involves several challenges, such as:

  • Complexity: Software applications are becoming more complex and diverse, using various technologies, platforms, frameworks, and components. This increases the attack surface and the number of potential vulnerabilities.
  • Volume: Software applications are constantly evolving and updating, adding new features, functionalities, and dependencies. This generates a large volume of code and data that need to be scanned and analyzed for vulnerabilities.
  • Accuracy: Software applications are often scanned by multiple tools, such as static, dynamic, or interactive application security testing (SAST, DAST, or IAST) tools. These tools may produce inconsistent, incomplete, or inaccurate results, such as false positives, false negatives, or duplicates.
  • Efficiency: Software applications are often developed by agile and DevOps teams, who follow fast and frequent delivery cycles. These teams may not have enough time, resources, or expertise to review and remediate the vulnerabilities in their code.

To address these challenges, Glog.AI is a tool that helps remediation of software security vulnerabilities. Glog.AI is a solution that uses machine learning and AI to triage issues, flag false positives, and then give remediation advice based on context for real vulnerabilities. It has the ultimate goal to become able to automatically fix the security vulnerabilities in your software code without bothering your development teams.

Glog.AI offers various products and services, such as Software Security as a Service (SSaaS), cloud-based solution, on-premises solution, plug-ins for IDEs, add-on for build and CI/CD systems, and Glog API. It also integrates with various code collaboration, version control, SAST, and SCA tools.

Glog.AI can help you improve your software security posture and reduce your security debt by:

  • Finding vulnerabilities: Glog.AI can process scan reports of market leading SAST engines, as well as its own scan engine (under development), to detect and measure the vulnerabilities in your software code. It can also analyze and implement architectural and threat model security controls, and correlate with other application security processes and tools throughout the SDLC.
  • Prioritizing vulnerabilities: Glog.AI can use AI to prioritize the vulnerabilities based on their severity, impact, and likelihood of exploitation. It can help you focus on the most critical and high-risk issues first, and then move on to the medium and low-risk ones.
  • Fixing vulnerabilities: Glog.AI can use AI to generate secure code suggestions to fix the vulnerabilities in your software code. It can also integrate with your development tools, such as IDEs, version control systems, or CI/CD pipelines, to apply the fixes automatically or with minimal effort from your development teams.

You also need to balance the use of automation with human oversight and intervention to ensure the quality and accuracy of your remediation.

Glog.AI adds even more value through:

  • Glog API (Application Programming Interface)
  • GitHub Action – integration
  • GASM – Glog Application Security Management
  • Proactive Monitoring of scan and remediation jobs
  • Software security metrics, KPIs
  • Software Security ISMS (policies, standards, processes, applied guidance etc.)
  • Integrations with other security tools (such are GRC, SOAR and similar tools)
  • Secure Development Trainings

In summary:

  • Glog.AI can give very precise remediation advice for security vulnerabilities in software code based on specific context.
  • Glog.AI can process scan reports of market leading SAST engines (SARIF – Static Analysis Results Interchange Format).
  • Glog.AI can be integrated with: GitHub, GitLab, Bitbucket and other code collaboration and version control tools.
  • We work on developing our own scan engine to address drawbacks of those available on the market.
  • We interface it with other processes in SDLC: our branded “extend to the left” of the lifecycle (extend2left).

See Glog,AI products. Glog.AI offers a set of services.

If you are interested in learning more about Glog.AI or trying it out, you can visit the website and/or contact Glog.AI at

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