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Landscape Map

Security AI projects by category

A single record can appear across multiple CAIF domains without duplicating the source listing.

Offensive Security

AI Penetration Testing

2

AI-assisted tools and workflows for penetration testing, validation, and exploit path analysis.

Offensive Security

AI Red Teaming

2

Resources for adversarial evaluation of systems, models, applications, and security controls.

Research Programs

Bug Bounty

1

Projects that help researchers discover, validate, report, or prioritize bug bounty findings.

Research Programs

Vulnerability Research

1

Tools and research artifacts used to investigate weakness classes and exploitable conditions.

Application Security

Application Security

1

Security AI resources focused on web, product, and application security workflows.

AI Security

LLM Security

1

Security testing, validation, and governance for large language model applications.

AI Security

Agentic AI Security

1

Security resources for autonomous agents, tool use, delegation, and action-bearing AI systems.

Engineering

Code Security

1

Code analysis, secure code review, repository intelligence, and remediation assistance.

AI Security

Autonomous Security Agents

1

Agentic systems that can plan, call tools, inspect results, and perform security tasks.

Research Outputs

Security Frameworks

1

Frameworks, standards, and reference architectures for security AI work.