Cover Image

Proteus: A Self-Evolving Red Team for Agent Skill Ecosystems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Zhou, Zhaojiacheng
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OEP: Poisoning Self-Evolving LLM Agents via Locally Correct but Non-Transferable Experiences
by: Wang, Kaixiang, et al.
Published: (2026)

Technical Report: Exploring the Emerging Threats of the Agent Skill Ecosystem
by: Beurer-Kellner, Luca, et al.
Published: (2026)

MonitoringBench: Semi-Automated Red-Teaming for Agent Monitoring
by: Jotautaitė, Monika, et al.
Published: (2026)

Context Matters: Repository-Aware Security Analysis of the Agent Skill Ecosystem
by: Holzbauer, Florian, et al.
Published: (2026)

AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
by: Zhou, Andy, et al.
Published: (2025)

Red Teaming AI Red Teaming
by: Majumdar, Subhabrata, et al.
Published: (2025)

Zombie Agents: Persistent Control of Self-Evolving LLM Agents via Self-Reinforcing Injections
by: Yang, Xianglin, et al.
Published: (2026)

Whispers of Wealth: Red-Teaming Google's Agent Payments Protocol via Prompt Injection
by: Debi, Tanusree, et al.
Published: (2026)

Red-Teaming Agent Execution Contexts: Open-World Security Evaluation on OpenClaw
by: Yao, Hongwei, et al.
Published: (2026)

Red Teaming Large Reasoning Models
by: Chen, Jiawei, et al.
Published: (2025)

MAS-Shield: A Defense Framework for Secure and Efficient LLM MAS
by: Wang, Kaixiang, et al.
Published: (2025)

MUZZLE: Adaptive Agentic Red-Teaming of Web Agents Against Indirect Prompt Injection Attacks
by: Syros, Georgios, et al.
Published: (2026)

Red-Teaming Coding Agents from a Tool-Invocation Perspective: An Empirical Security Assessment
by: Xie, Yuchong, et al.
Published: (2025)

When Safe Skills Collide: Measuring Compositional Risk in Agent Skill Ecosystems
by: Wang, Su, et al.
Published: (2026)

BadSkill: Backdoor Attacks on Agent Skills via Model-in-Skill Poisoning
by: Tie, Guiyao, et al.
Published: (2026)

RedAgent: Red Teaming Large Language Models with Context-aware Autonomous Language Agent
by: Xu, Huiyu, et al.
Published: (2024)

A Red Teaming Roadmap Towards System-Level Safety
by: Wang, Zifan, et al.
Published: (2025)

SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning
by: Zhou, Kaiwen, et al.
Published: (2025)

IPI-proxy: An Intercepting Proxy for Red-Teaming Web-Browsing AI Agents Against Indirect Prompt Injection
by: Chia-Pei, et al.
Published: (2026)

BlackIce: A Containerized Red Teaming Toolkit for AI Security Testing
by: Kaplan, Caelin, et al.
Published: (2025)

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search
by: Lee, Hyomin, et al.
Published: (2026)

SafeSearch: Automated Red-Teaming of LLM-Based Search Agents
by: Dong, Jianshuo, et al.
Published: (2025)

Benchmarking Security Risk Detection and Verification in Open Agentic Skill Ecosystems
by: Hossain, Ismail, et al.
Published: (2026)

Blue Teaming Function-Calling Agents
by: Dolcetti, Greta, et al.
Published: (2026)

Redefining AI Red Teaming in the Agentic Era: From Weeks to Hours
by: Dheekonda, Raja Sekhar Rao, et al.
Published: (2026)

A Systematic Review of Algorithmic Red Teaming Methodologies for Assurance and Security of AI Applications
by: Srivastava, Shruti, et al.
Published: (2026)

Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems
by: Qu, Yubin, et al.
Published: (2026)

SkillTester: Benchmarking Utility and Security of Agent Skills
by: Wang, Leye, et al.
Published: (2026)

Automatic Red Teaming LLM-based Agents with Model Context Protocol Tools
by: He, Ping, et al.
Published: (2025)

Incalmo: An Autonomous LLM-assisted System for Red Teaming Multi-Host Networks
by: Singer, Brian, et al.
Published: (2025)

Effective Red-Teaming of Policy-Adherent Agents
by: Nakash, Itay, et al.
Published: (2025)

AgentTrap: Measuring Runtime Trust Failures in Third-Party Agent Skills
by: Zhuang, Haomin, et al.
Published: (2026)

SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents
by: Jia, Xiaojun, et al.
Published: (2026)

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
by: Feng, Yunhao, et al.
Published: (2026)

From Firewalls to Frontiers: AI Red-Teaming is a Domain-Specific Evolution of Cyber Red-Teaming
by: Sinha, Anusha, et al.
Published: (2025)

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
by: Ou, Haoran, et al.
Published: (2025)

PRM-Free Security Alignment of Large Models via Red Teaming and Adversarial Training
by: Du, Pengfei
Published: (2025)

AutoRISE: Agent-Driven Strategy Evolution for Red-Teaming Large Language Models
by: Gautam, Tanmay, et al.
Published: (2026)

SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills
by: Hou, Yinghan, et al.
Published: (2026)

RouteGuard: Internal-Signal Detection of Skill Poisoning in LLM Agents
by: Xiao, Wenjie, et al.
Published: (2026)