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Unified security CLI

Shadow AI Detection

Find unmanaged AI agents and MCP servers with opena2a detect

Security testing and attack simulation

Agent identity and governance

Attack-scenario benchmark for agent security tools

Defend

Keep secrets out of AI tools

Runtime Protection

Process, network, and filesystem monitoring for running agents

AI Browser Guard

Detect and monitor browser AI agents

PII and credential checks for agent I/O

Validate

Deliberately vulnerable AI agent for security training

Trust verification for AI packages

Specifications (opens in a new tab)

AAP, AIP, ATX and more. Several now filed at IETF.

OASB Benchmark (opens in a new tab)

Open Agent Security Benchmark

ABGS Specification

Agent behavioral governance for SOUL.md

Non-Human Identity governance guidance

Awesome Agent Souls

100+ curated SOUL.md templates

Research (opens in a new tab)

Security research on AI agent infrastructure

Agent Threat Matrix (opens in a new tab)

Tactics and techniques for AI agents

AgentPwn (opens in a new tab)

AI agent attack simulation honeypot

ML detection engine

Conference recordings and slides

Notes from the team

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Tools: Discover

Unified security CLI

Shadow AI Detection

Find unmanaged AI agents and MCP servers with opena2a detect

Security testing and attack simulation

Agent identity and governance

Attack-scenario benchmark for agent security tools

Tools: Defend

Keep secrets out of AI tools

Runtime Protection

Process, network, and filesystem monitoring for running agents

AI Browser Guard

Detect and monitor browser AI agents

PII and credential checks for agent I/O

Tools: Validate

Deliberately vulnerable AI agent for security training

Trust verification for AI packages

Standards

Specifications (opens in a new tab)

AAP, AIP, ATX and more. Several now filed at IETF.

OASB Benchmark (opens in a new tab)

Open Agent Security Benchmark

ABGS Specification

Agent behavioral governance for SOUL.md

Non-Human Identity governance guidance

Awesome Agent Souls

100+ curated SOUL.md templates

Research

Research (opens in a new tab)

Security research on AI agent infrastructure

Agent Threat Matrix (opens in a new tab)

Tactics and techniques for AI agents

AgentPwn (opens in a new tab)

AI agent attack simulation honeypot

ML detection engine

Conference recordings and slides

Notes from the team

Docs GitHub (opens in a new tab)

Sign in to AIM Cloud (opens in a new tab)Find a tool

Slides

Slides from the September 14, 2026 session at GSX, Atlanta: AI Agent Governance: Extending IAM Principles to Autonomous Machine Identities (Abdel Fane). 21 slides, PDF.

Download the slides (PDF)

Back to the GSX 2026 page
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