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Reports, whitepapers, and reference material on securing GenAI and agentic AI systems.

How to evaluate AI security vendors, an Adversa AI buyer's guide
  • Guide

How to evaluate AI security vendors

October 5, 2026

AI security vendors span a dozen segments. Map your AI to one of four situations, then ask the questions that separate real coverage from claims.

The armor is on the wrong layer, an infographic of concentric rings around model safety for the harness, MCP servers and tools, skills and extensions, and the supply chain
  • Report

AI coding agent security: threats, controls, and standards

September 15, 2026

What AI coding agent security covers, how the harness, MCP, skills, and supply chain fail in practice, and the controls and standards that address them.

AIRQ AI Risk Quadrant with the top 100 agents compared on attack, defense and blast radius
  • Report

AIRQ: AI Risk Quadrant — independent AI agent security rating

June 4, 2026

100 enterprise AI agents rated, plus an open source methodology you can use in procurement and security posture tracking.

Title card reading "In-context learning security — top 100 models ranked" with the Adversa wordmark.
  • Report

AI model security ranking top 100: in-context learning

May 21, 2026

We ran involuntary in-context learning (IICL) attacks against 100 model configurations from 17 vendors — 24,956 adversarial probes. The full ranking.

OWASP ASI05 Unexpected Code Execution whitepaper cover
  • Whitepaper

OWASP ASI05 — Unexpected Code Execution: Defense Architecture Technical Reference

March 9, 2026

The full technical reference behind our ASI05 guide — five attack vectors in depth, a five-layer defense architecture, and an architect's checklist.

OpenClaw security 101
  • Tool

SecureClaw: open-source security for OpenClaw agents

February 15, 2026

The first comprehensive open-source security solution for OpenClaw agents — 50 audit checks and automated hardening, aligned with OWASP and MITRE.

Title card reading "Top 25 MCP vulnerabilities" with the Adversa wordmark.
  • Report

MCP Security: Top 25 MCP Vulnerabilities

September 17, 2025

The most comprehensive analysis of Model Context Protocol vulnerabilities to date — 25 ranked MCP security flaws, a shared taxonomy, and how to mitigate them.

Top AI Security Incidents 2025 report cover
  • Report

Top AI Security Incidents — 2025 Edition

July 30, 2025

Real breaches. Real consequences. Lessons the industry can't afford to ignore.