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Average Ratings 0 Ratings

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features
design
support

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Write a Review

Description

Codename MDASH represents an advanced code scanning tool integrated within Microsoft Defender, leveraging a multi-modal AI framework to uncover, verify, and address vulnerabilities with a level of insight that surpasses conventional static analysis methods. This system enhances the Defender CLI by introducing a multistage process where specialized agents work collaboratively through four distinct phases. Initially, the preparation stage organizes ranked files based on risk, utilizing call-graph analysis and evaluating code complexity to identify functions with the highest likelihood of containing vulnerabilities. The scanning phase then transmits this prioritized code to over 100 specialized agents, including those focused on injection flaws, memory safety issues, and authentication bypasses, ensuring each agent targets a specific category of vulnerability. Following this, the validation phase employs taint analysis, type resolution through Language Server Protocol servers, and a debate among multi-model agents to improve confidence levels and minimize false positives. Finally, the deduplication step merges overlapping findings into a comprehensive set of unique and actionable results, enhancing the overall efficiency of vulnerability management processes. This innovative approach signifies a new era in threat detection and remediation within software development.

Description

Gray Swan is a comprehensive AI security and evaluation platform designed to empower organizations to implement AI solutions confidently while safeguarding LLM applications, agents, and model deployments against evolving threats, policy breaches, and harmful content. It seamlessly integrates with any LLM provider, enhancing security measures without interrupting existing workflows, and combines automated adversarial testing, ongoing red teaming, runtime supervision, and adaptive defenses. By leveraging threat intelligence from over 15,000 adversarial researchers and more than three million simulated attack attempts generated through its Arena, Gray Swan goes beyond merely identifying known threats to help teams uncover vulnerabilities prior to their documentation in public databases. Its primary offerings include Shade, a cutting-edge AI vulnerability assessment platform that continuously evaluates LLMs akin to a dedicated security researcher operating around the clock, and Cygnal, which acts as a protective layer for real-time AI interactions and monitoring. With these tools, organizations can proactively anticipate and mitigate risks associated with AI deployments.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Claude Haiku 4.5 No 
Claude Opus 4.5 No 
Claude Opus 4.6 No 
Claude Opus 4.7 No 
Claude Sonnet 4.5 No 
Claude Sonnet 4.6 No 
GPT-5 No 
JavaScript No 
MAI-Cyber-1-Flash Yes 
Muse Spark No 
Muse Spark 1.1 No 
Muse Spark 1.2 No 
Muse Spark 1.3 No 
Muse Wonder No 
Muse Wonder Full No 
OpenAI o1 No 
OpenAI o3-mini No 
Python No 

Integrations

Claude Haiku 4.5 Yes 
Claude Opus 4.5 Yes 
Claude Opus 4.6 Yes 
Claude Opus 4.7 Yes 
Claude Sonnet 4.5 Yes 
Claude Sonnet 4.6 Yes 
GPT-5 Yes 
JavaScript Yes 
MAI-Cyber-1-Flash No 
Muse Spark Yes 
Muse Spark 1.1 Yes 
Muse Spark 1.2 Yes 
Muse Spark 1.3 Yes 
Muse Wonder Yes 
Muse Wonder Full Yes 
OpenAI o1 Yes 
OpenAI o3-mini Yes 
Python Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Microsoft

Founded

1975

Country

United States

Website

learn.microsoft.com/en-us/security-exposure-management/ai-code-security-overview

Vendor Details

Company Name

Gray Swan

Founded

2023

Country

United States

Website

www.grayswan.ai/

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