When Local Monitors Miss Compositional Harm: Diagnosing Distributed Backdoors in Multi-Agent Systems
该论文揭示了多智能体、工具调用LLM系统在安全监控中的一个根本缺陷:传统的运行时监视器对每个消息、工具调用或步骤进行独立检查,但分布式后门攻击将有害负载拆分成多个片段分配到不同智能体上,使得每个局部检查都看似正常,而组装后的整体却构成攻击。
今日共收录 995 条安全情报,包含 81 个 CVE,528 篇安全通告,以及 87 篇研究论文。
← 返回归档列表该论文揭示了多智能体、工具调用LLM系统在安全监控中的一个根本缺陷:传统的运行时监视器对每个消息、工具调用或步骤进行独立检查,但分布式后门攻击将有害负载拆分成多个片段分配到不同智能体上,使得每个局部检查都看似正常,而组装后的整体却构成攻击。
感知哈希算法(PHA)广泛应用于图像篡改检测,但其在对抗性扰动下的鲁棒性尚未得到充分研究。本文提出一种基于进化框架(GigaEvo和OpenEvolve)的新型黑盒攻击方法,针对感知哈希算法实施目标性二次图像攻击。攻击性能通过复合评分衡量,
本文研究了大语言模型(LLM)内部如何识别恶意代码的机制。尽管LLM在代码补全、漏洞检测等软件工程任务中表现优异,但其识别恶意或漏洞代码的内部工作机制仍不透明。作者采用机械可解释性方法,对三个指令微调的LLM(Llama3.1-8B-Ins
随着3D打印市场快速增长(估值超过300亿美元),针对增材制造系统的网络安全风险也在上升。攻击者可能破坏打印部件、窃取知识产权,甚至物理损坏3D打印机。固件级攻击是主要威胁之一,可通过供应链入侵、恶意固件更新或内部威胁引入,从而操纵打印机行
CVE-2026-58102
Crypt::OpenSSL::X509 是一个 Perl 模块,用于处理 X.509 证书。在版本 2.1.3 之前,该模块存在一个堆越界读取漏洞。当使用 extensions()、extensions_by_long_name()、ex
PromptGraph: Graph-Guided Prompt Sanitization for Balancing Privacy and Utility in LLM Inference
### Summary Ech0's i18n middleware runs on every HTTP request and constructs a fresh `*goi18n.Localizer` from the raw `
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