SkillTester: Benchmarking Utility and Security of Agent Skills
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Leye, Wang, Zixing, Xu, Anjie |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis
by: Li, Zhiyuan, et al.
Published: (2026)
by: Li, Zhiyuan, et al.
Published: (2026)
Structured Security Auditing and Robustness Enhancement for Untrusted Agent Skills
by: Lv, Lijia, et al.
Published: (2026)
by: Lv, Lijia, et al.
Published: (2026)
BadSkill: Backdoor Attacks on Agent Skills via Model-in-Skill Poisoning
by: Tie, Guiyao, et al.
Published: (2026)
by: Tie, Guiyao, et al.
Published: (2026)
Benchmarking Security Risk Detection and Verification in Open Agentic Skill Ecosystems
by: Hossain, Ismail, et al.
Published: (2026)
by: Hossain, Ismail, et al.
Published: (2026)
SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents
by: Jia, Xiaojun, et al.
Published: (2026)
by: Jia, Xiaojun, et al.
Published: (2026)
Context Matters: Repository-Aware Security Analysis of the Agent Skill Ecosystem
by: Holzbauer, Florian, et al.
Published: (2026)
by: Holzbauer, Florian, et al.
Published: (2026)
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
by: Feng, Yunhao, et al.
Published: (2026)
by: Feng, Yunhao, et al.
Published: (2026)
SkCC: Portable and Secure Skill Compilation for Cross-Framework LLM Agents
by: Ouyang, Yipeng, et al.
Published: (2026)
by: Ouyang, Yipeng, et al.
Published: (2026)
When Safe Skills Collide: Measuring Compositional Risk in Agent Skill Ecosystems
by: Wang, Su, et al.
Published: (2026)
by: Wang, Su, et al.
Published: (2026)
HarmfulSkillBench: How Do Harmful Skills Weaponize Your Agents?
by: Jiang, Yukun, et al.
Published: (2026)
by: Jiang, Yukun, et al.
Published: (2026)
BreachSeek: A Multi-Agent Automated Penetration Tester
by: Alshehri, Ibrahim, et al.
Published: (2024)
by: Alshehri, Ibrahim, et al.
Published: (2024)
SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills
by: Hou, Yinghan, et al.
Published: (2026)
by: Hou, Yinghan, et al.
Published: (2026)
Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
by: Liu, Yi, et al.
Published: (2026)
by: Liu, Yi, et al.
Published: (2026)
AgentTrap: Measuring Runtime Trust Failures in Third-Party Agent Skills
by: Zhuang, Haomin, et al.
Published: (2026)
by: Zhuang, Haomin, et al.
Published: (2026)
Technical Report: Exploring the Emerging Threats of the Agent Skill Ecosystem
by: Beurer-Kellner, Luca, et al.
Published: (2026)
by: Beurer-Kellner, Luca, et al.
Published: (2026)
No Attack Required: Semantic Fuzzing for Specification Violations in Agent Skills
by: Li, Ying, et al.
Published: (2026)
by: Li, Ying, et al.
Published: (2026)
ClawKeeper: Comprehensive Safety Protection for OpenClaw Agents Through Skills, Plugins, and Watchers
by: Liu, Songyang, et al.
Published: (2026)
by: Liu, Songyang, et al.
Published: (2026)
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
by: Zhang, Hanrong, et al.
Published: (2024)
by: Zhang, Hanrong, et al.
Published: (2024)
Proteus: A Self-Evolving Red Team for Agent Skill Ecosystems
by: Zhou, Zhaojiacheng
Published: (2026)
by: Zhou, Zhaojiacheng
Published: (2026)
RouteGuard: Internal-Signal Detection of Skill Poisoning in LLM Agents
by: Xiao, Wenjie, et al.
Published: (2026)
by: Xiao, Wenjie, et al.
Published: (2026)
Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
by: Chen, Zhihao, et al.
Published: (2026)
by: Chen, Zhihao, et al.
Published: (2026)
RAS-Eval: A Comprehensive Benchmark for Security Evaluation of LLM Agents in Real-World Environments
by: Fu, Yuchuan, et al.
Published: (2025)
by: Fu, Yuchuan, et al.
Published: (2025)
Behavioral Integrity Verification for AI Agent Skills
by: Wu, Yuhao, et al.
Published: (2026)
by: Wu, Yuhao, et al.
Published: (2026)
Under the Hood of SKILL.md: Semantic Supply-chain Attacks on AI Agent Skill Registry
by: Saha, Shoumik, et al.
Published: (2026)
by: Saha, Shoumik, et al.
Published: (2026)
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
by: Zhang, Dongsen, et al.
Published: (2025)
by: Zhang, Dongsen, et al.
Published: (2025)
Security of AI Agents
by: He, Yifeng, et al.
Published: (2024)
by: He, Yifeng, et al.
Published: (2024)
Servant, Stalker, Predator: How An Honest, Helpful, And Harmless (3H) Agent Unlocks Adversarial Skills
by: Noever, David
Published: (2025)
by: Noever, David
Published: (2025)
Towards Unifying Quantitative Security Benchmarking for Multi Agent Systems
by: Sharma, Gauri, et al.
Published: (2025)
by: Sharma, Gauri, et al.
Published: (2025)
WiFiPenTester: Advancing Wireless Ethical Hacking with Governed GenAI
by: Al-Sinani, Haitham S., et al.
Published: (2026)
by: Al-Sinani, Haitham S., et al.
Published: (2026)
AgentMark: Utility-Preserving Behavioral Watermarking for Agents
by: Huang, Kaibo, et al.
Published: (2026)
by: Huang, Kaibo, et al.
Published: (2026)
SkillSafetyBench: Evaluating Agent Safety under Skill-Facing Attack Surfaces
by: Jin, Chang, et al.
Published: (2026)
by: Jin, Chang, et al.
Published: (2026)
Measuring Security Without Fooling Ourselves: Why Benchmarking Agents Is Hard
by: Abdelnabi, Sahar, et al.
Published: (2026)
by: Abdelnabi, Sahar, et al.
Published: (2026)
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
by: Evtimov, Ivan, et al.
Published: (2025)
by: Evtimov, Ivan, et al.
Published: (2025)
Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents
by: Fujinuma, Yoshinari, et al.
Published: (2026)
by: Fujinuma, Yoshinari, et al.
Published: (2026)
Security of Internet of Agents: Attacks and Countermeasures
by: Wang, Yuntao, et al.
Published: (2025)
by: Wang, Yuntao, et al.
Published: (2025)
A Framework for Formalizing LLM Agent Security
by: Siu, Vincent, et al.
Published: (2026)
by: Siu, Vincent, et al.
Published: (2026)
Semia: Auditing Agent Skills via Constraint-Guided Representation Synthesis
by: Wen, Hongbo, et al.
Published: (2026)
by: Wen, Hongbo, et al.
Published: (2026)
ClawLess: A Security Model of AI Agents
by: Lu, Hongyi, et al.
Published: (2026)
by: Lu, Hongyi, et al.
Published: (2026)
Progent: Securing AI Agents with Privilege Control
by: Shi, Tianneng, et al.
Published: (2025)
by: Shi, Tianneng, et al.
Published: (2025)
Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems
by: Qu, Yubin, et al.
Published: (2026)
by: Qu, Yubin, et al.
Published: (2026)
Similar Items
-
Towards Secure Agent Skills: Architecture, Threat Taxonomy, and Security Analysis
by: Li, Zhiyuan, et al.
Published: (2026) -
Structured Security Auditing and Robustness Enhancement for Untrusted Agent Skills
by: Lv, Lijia, et al.
Published: (2026) -
BadSkill: Backdoor Attacks on Agent Skills via Model-in-Skill Poisoning
by: Tie, Guiyao, et al.
Published: (2026) -
Benchmarking Security Risk Detection and Verification in Open Agentic Skill Ecosystems
by: Hossain, Ismail, et al.
Published: (2026) -
SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents
by: Jia, Xiaojun, et al.
Published: (2026)