agent/papers/items/2026-2606-31227-securing-the-ai-agent-a-unified-framework-for-multi-layer-agent-red-teaming.md

Paper: Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming

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type: paper title: "Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming" authors: Yong Yang, Xing Zheng, Huiyu Wu, Huangsheng Cheng, Xiaorong Shi, Jing Guo, Bo Yang, Yi Zhou, et al. year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.31227 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-30 updated_at: 2026-06-30 status: queued relevance: high topics:

• agent-safety
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: agent-safety, ai-agent

One-line Takeaway

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

Why Collected

• matched queries: agent-safety, ai-agent
• inferred topics: agent-safety, tool-use
• arXiv categories: cs.CR
• collection score: 14

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/2606.31227