Attack Type

Denial of service Research

Attacks that disrupt model availability

2 matching entries out of 36 in this category

Denial of service research results

2 entries

Context privilege escalation in AI agent harnesses

Published Sep 1, 2026Analyzed Sep 9, 2026Source: arXiv

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

GPT-5.5
GPT-5.4-mini
Claude Sonnet 4.6
Claude Opus 4.6
Gemini 2.5 Flash
Gemini 2.5 Pro
DeepSeek V4 Flash

Poisoned agent skills amplify coding-agent token use

Published Aug 22, 2026Analyzed Sep 9, 2026Source: arXiv

Third-party skills can inflate coding-agent resource use while an otherwise legitimate task remains functional.

SkillBloat: Token Amplification Attacks via Skill Injection in LLM Coding Agents

Evaluated models: GLM-4.7-Flash, GLM-5, GPT-5.4-mini+1 more

GLM-4.7-Flash
GLM-5
GPT-5.4-mini
GPT-5.5

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