Last analyzed 9/9/2026

Language Model Security Database

Explore primary-source AI security research, evaluated models, attack techniques, and defensive evidence.

985 research findings · 1123 evaluated models

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Matches every word across titles, descriptions, sources, affected systems, and models.

Context privilege escalation in AI agent harnesses

Published 9/1/2026

Analyzed 9/9/2026

Context assembly can promote repository, tool or skill content into higher-priority instructions or persistent state. The paper studies 12 pinned agent-harness versions.

What's in Your Agent's Context? Context Privilege Escalation Attacks against AI Agent Harness

Evaluated models: GPT-5.5, GPT-5.4-mini, Claude Sonnet 4.6 +4 more

Source: arXiv

Research methodology

Entries summarize publicly available primary-source security research. Model names reflect only systems explicitly evaluated by the cited paper, and measurements are research-reported unless independent verification is stated.