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<title>LLM agent security Topic Archive</title>
<link>llm-agent-security.html</link>
<description>关键词 LLM agent security 的长期追踪 RSS，汇总历史命中文献。</description>
<language>zh-CN</language>
<lastBuildDate>Sun, 28 Jun 2026 05:24:06 +0000</lastBuildDate>
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<title>Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation</title>
<link>../papers/arxiv-3e30da0f0823.html</link>
<guid>https://arxiv.org/abs/2606.10749v1#2026-06-10#llm-agent-security</guid>
<pubDate>Wed, 10 Jun 2026 13:25:04 +0800</pubDate>
<description>Large language model (LLM) agents are rapidly moving from conversational interfaces to software components that plan, invoke tools, maintain memory, and act on external environments. This transition changes the nature of security risk. In agentic settings, failures are no longer limited to unsafe text generation. Untrusted content may redirect control flow, misuse tool privileges, corrupt persistent state, leak sensitive information, or trigger harmful external actions. At the same time, resear…</description>
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