agent/papers/items/2026-2606-16420-transferable-self-evolving-playbooks-for-agentic-security-auditing.md

Paper: Transferable Self-Evolving Playbooks for Agentic Security Auditing

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type: paper title: Transferable Self-Evolving Playbooks for Agentic Security Auditing authors: Ziyue Wang, Cheuk Wang Maurice Ng, Chenchen Yu, Strick Sheng, Kaihua Qin, Liyi Zhou year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.16420 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-15 updated_at: 2026-06-15 status: queued relevance: high topics:

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

benchmarks:

models:

datasets:

• cs.CR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 20 collection_queries: agent-safety, tool-use

One-line Takeaway

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

Why Collected

• matched queries: agent-safety, tool-use
• inferred topics: agent-evaluation, agent-safety, computer-use, embodied-agent, 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/2606.16420