Detect, assess, and remediate vulnerabilities in your AI supply chain
Existing vulnerability databases are rooted in traditional CVE (Common Vulnerability and Exposures) and NVD (National Vulnerability Database) sources and do not address the complexities of securing AI applications and ML models. Enterprises are favored targets for attackers exploiting unique vulnerabilities. This situation burdens AI builders and AppSec teams with the cumbersome, time-consuming task of manually evaluating known vulnerabilities against their AI and ML environments.
Sightline extends beyond traditional vulnerability and security alert offerings by providing deep insights into both emerging and known vulnerabilities of AI and ML, with an industry leading early warning system to defend against threats an average of 30 days before they are publicly disclosed, whilst equipping your teams with the ability to quickly detect, assess and remediate their network for associated AI risks.
Detect
Equip red teams with the ability to quickly scan and evaluate your AI environment for vulnerabilities before attacks occur.
Assess
Gain unprecedented access to security advisories contextualized to AI risk, and enriched for easy consumption and understanding of AI security research.
Remediate
Protect against AI risk with expert OSS maintainer provided patches and advice on remediation.
Stay ahead of AI adversaries with Sightline
Powered by an expert AI research community
Sightline utilizes the world’s largest and only community of AI-focused security researchers and maintainers, huntr, who identify and remediate OSS vulnerabilities that affect AI applications and ML systems.
A comprehensive AI Vulnerability Database
Sightline’s vulnerability database is specialized in exclusive AI first-party research from huntr, and third-party research from the NVD, adding context to AI vulnerabilities.
Access to Vulnerability Scanners
Sightline provides Pen Testing tools for AI vulnerabilities, to quickly evaluate risks within your AI environment, and provides remediation advice to enable quick fixes of identified security issues.
Many eyes make all bugs shallow
Sightline is powered by our Huntr community - the world’s first bug bounty board for AI/ML.
Together, we have helped protect AI by working with over 15k security researchers and maintainers who have earned over $500k finding & fixing vulnerabilities.
165
Vulnerabilities identified in the last 90 days
56
Vulnerabilities that are not yet public
31
Avg. days customers have had early access
Key Features
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Early Access
Sightline provides early access to fixed AI vulnerabilities before they’re publicly disclosed. On average customers get a 30 day early warning before a vulnerability is set to become public.
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Proactive Supply Chain Security Research
Harden your supply chain with our huntrs fending off adversaries that may look to exploit yet undiscovered vulnerabilities in these assets, by finding and fixing them first.
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Nuclei Templates
Sightline vulnerability scanners include Nuclei templates for red teamers to be able to quickly scan through your network for risks.
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Security Advisories
Sightline provides enriched security advisories to easily understand first party and third party AI research, with detailed descriptions & infographics, automated vulnerability scanners, and OSS maintainer provided fixes & remediation advice.
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Integration with Protect AI tools
Sightline integrates with the Protect AI Platform providing contextualized security insights into your existing AI applications and allowing you to prevent vulnerable AI applications from being exposed via policies.
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Web and API Access
Sightline’s easy web interface allows you to quickly understand and share vulnerabilities amongst security teams and comes with an option to automate risk scanning within your existing workflow, through a built-in API.






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Early Access
Sightline provides early access to fixed AI vulnerabilities before they’re publicly disclosed. On average customers get a 30 day early warning before a vulnerability is set to become public.
-
Proactive Supply Chain Security Research
Harden your supply chain with our huntrs fending off adversaries that may look to exploit yet undiscovered vulnerabilities in these assets, by finding and fixing them first.
-
Nuclei Templates
Sightline vulnerability scanners include Nuclei templates for red teamers to be able to quickly scan through your network for risks.
-
Security Advisories
Sightline provides enriched security advisories to easily understand first party and third party AI research, with detailed descriptions & infographics, automated vulnerability scanners, and OSS maintainer provided fixes & remediation advice.
-
Integration with Protect AI tools
Sightline integrates with the Protect AI Platform providing contextualized security insights into your existing AI applications and allowing you to prevent vulnerable AI applications from being exposed via policies.
-
Web and API Access
Sightline’s easy web interface allows you to quickly understand and share vulnerabilities amongst security teams and comes with an option to automate risk scanning within your existing workflow, through a built-in API.
Enhance your security posture and embrace AI and ML innovations
Feature | Free | Premium |
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View a curated and enriched feed of public AIML security advisories at sightline.protectai.com |
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View remediation advice and patches for public security advisories |
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Limited access to vulnerability scanners |
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UNLIMITED access to ALL available vulnerability scanners |
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Access via an API to leverage the vulnerability database with existing security tools and workflows |
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Average 30 day early access to: Undisclosed security advisories |
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Average 30 day early access to: Remediation advice and patches for undisclosed security advisories |
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Protect AI Platform Integration: View vulnerabilities within your Radar AI BOMs |
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Protect AI Platform Integration: Policy gating |
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