agent/papers/items/2026-2602-03117-agentdyn-are-your-agent-security-defenses-deployable-in-real-world-dynamic-envir.md

Paper: AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?

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type: paper title: "AgentDyn: Are Your Agent Security Defenses Deployable in Real-World Dynamic Environments?" authors: Hao Li, Ruoyao Wen, Shanghao Shi, Ning Zhang, Yevgeniy Vorobeychik, Chaowei Xiao year: 2026 venue: arXiv url: https://arxiv.org/abs/2602.03117 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-02-03 updated_at: 2026-05-07 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• planning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.CR related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 collection_queries: agent-safety

One-line Takeaway

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

Why Collected

• matched queries: agent-safety
• inferred topics: agent-evaluation, agent-safety, planning, tool-use
• arXiv categories: cs.CR
• collection score: 13

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/2602.03117