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agent/papers/items/2026-2606-16420-transferable-self-evolving-playbooks-for-agentic-security-auditing.md
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# Paper: Transferable Self-Evolving Playbooks for Agentic Security Auditing
---
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