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About AgentEye
AgentEye is a tool for security teams that interrogates frontier large language models to reveal what information about a domain is publicly accessible. It simulates an attacker’s approach by querying models with prompts designed to extract sensitive data, such as credentials, internal documents, or system details. The tool ranks findings by attacker usefulness and flags disclosures that could provide a head start in a breach. Security teams receive a live telemetry report showing real-time exposure status, including a risk index and a list of disclosed items. Scans are automatically re-run whenever content changes, ensuring continuous monitoring. The system supports multiple frontier models and provides an exposure dossier for each monitored domain.
Key features
- Interrogates four frontier LLM models per scan
- Ranks exposed data by attacker usefulness
- Flags hallucinated or incorrect claims about the organization
- Automatically re-scans on content changes
- Generates a live exposure dossier with risk index
- Tracks credentials, documents, and system details exposed
- Provides real-time telemetry with weekly statistics
- Supports domain-specific monitoring
Use cases
- Monitoring public LLM exposure for security teams
- Identifying sensitive data leaks via AI models
- Assessing risk of AI-assisted cyberattacks on an organization
Pros
- Simulates attacker queries to public LLMs
- Ranks findings by attacker usefulness
- Automatic re-scanning on content changes
- Provides live telemetry and risk index
- Supports multiple frontier models
Cons
- No free tier or trial mentioned
- Limited to domain-based monitoring
- Requires manual domain addition
- No API access described
Frequently asked questions about AgentEye
What does AgentEye do?
AgentEye interrogates frontier large language models to reveal what publicly accessible information about a domain could be exploited by an attacker. It simulates an attacker’s approach by querying models with prompts designed to extract sensitive data such as credentials, internal documents, or system details.
Who is AgentEye designed for?
AgentEye is designed for security teams and organizations that need to assess their exposure to potential attacks via large language models. It helps identify risks before they can be exploited by malicious actors.
How does AgentEye work?
The tool queries large language models with prompts tailored to uncover sensitive information. It ranks findings by attacker usefulness, flags disclosures that could aid a breach, and provides a live telemetry report with a risk index and a list of disclosed items.
Does AgentEye support multiple large language models?
Yes, AgentEye supports multiple frontier large language models, allowing security teams to assess exposure across different platforms and providers.
How often does AgentEye monitor for exposure?
Scans are automatically re-run whenever content changes, ensuring continuous monitoring and up-to-date exposure status for monitored domains.
What kind of report does AgentEye provide?
AgentEye provides a live telemetry report that includes a risk index, a list of disclosed items, and an exposure dossier for each monitored domain, helping security teams prioritize and address risks.