agent/papers/items/2026-2605-30883-trace-task-aware-adaptive-self-evolving-agentic-jailbreaking.md

Paper: TRACE: Task-Aware Adaptive Self-Evolving Agentic Jailbreaking

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type: paper title: "TRACE: Task-Aware Adaptive Self-Evolving Agentic Jailbreaking" authors: Churui Zeng, Weiwei Qi, Kedong Xiu, Tianhang Zheng, Chaochao Lu, Liang He, Zhan Qin, Kui Ren year: 2026 venue: arXiv url: https://arxiv.org/abs/2605.30883 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-05-29 updated_at: 2026-05-29 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• coding-agent
• computer-use
• planning
• rag
• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.CR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 20 collection_queries: planning-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: planning-agent
• inferred topics: agent-evaluation, agent-safety, coding-agent, computer-use, planning, rag, tool-use, workflow-agent
• arXiv categories: cs.CR
• collection score: 20

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2605.30883