RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution
LLM-based agents are increasingly deployed in product-level execution harnesses, where jailbreaks can trigger harmful tool use and persistent state changes, creating greater risks than unsafe text generation alone. Existing automatic red-teaming methods often rely on fixed attacks, while recent agentic attackers coordinate multiple jailbreak tools and show stronger potential through trajectory-based retrieval. However, such retrieval can reuse misleading experiences due to retrieval bias and unclear tool credit, and full trajectories add context overhead while reducing interpretability. We pro
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- FuzzySimilar title/name (fuzzy) · 59%AgentCore-8B →
“Fuzzy title match (0.73): “RedEvoAgent: Automatic Red-Teaming Agent with Experience-Dri” ≈ “AgentCore-8B””
- FuzzySimilar title/name (fuzzy) · 87%SWE-agent/SWE-agent →
“Fuzzy title match (0.94): “RedEvoAgent: Automatic Red-Teaming Agent with Experience-Dri” ≈ “SWE-agent/SWE-agent””
- FuzzySimilar title/name (fuzzy) · 87%zhayujie/CowAgent →
“Fuzzy title match (0.94): “RedEvoAgent: Automatic Red-Teaming Agent with Experience-Dri” ≈ “zhayujie/CowAgent””
- FuzzyOverlapping authors or contributors · 62%modular/modular →
“Shared author/contributor keys: liu”
- FuzzySimilar title/name (fuzzy) · 59%NousResearch/hermes-agent →
“Fuzzy title match (0.73): “RedEvoAgent: Automatic Red-Teaming Agent with Experience-Dri” ≈ “NousResearch/hermes-agent””
- FuzzySimilar title/name (fuzzy) · 59%bojieli/ai-agent-book →
“Fuzzy title match (0.73): “RedEvoAgent: Automatic Red-Teaming Agent with Experience-Dri” ≈ “bojieli/ai-agent-book””
- LinkedLinked via arxiv author · 85%Junjie Zhang →
“RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution”
- LinkedLinked via arxiv author · 85%Hui Liu →
“RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution”