The Price of Safety: Benign-Case Utility and Token Overhead of Memory-Poisoning Defenses in LLM Agents
该论文研究了一个在 LLM 智能体安全中常被忽视的问题:记忆投毒防御在【良性流量】下的实用性与 token 开销。作者指出,现有记忆投毒防御通常只按“能否阻止攻击”来评估,但真实线上流量极少是恶意的;防御的实现成本却是每一次交互都要支付,而
今日共收录 1513 条安全情报,包含 580 个 CVE,548 篇安全通告,以及 93 篇研究论文。
← 返回归档列表该论文研究了一个在 LLM 智能体安全中常被忽视的问题:记忆投毒防御在【良性流量】下的实用性与 token 开销。作者指出,现有记忆投毒防御通常只按“能否阻止攻击”来评估,但真实线上流量极少是恶意的;防御的实现成本却是每一次交互都要支付,而
隐私政策是各类组织向用户披露其如何收集、处理与共享个人数据的主要机制,但受制于篇幅冗长与法律术语密集的表述方式(论文暗示这可能是刻意为之),普通用户几乎无法真正理解其内容。更关键的是,除监管合规要求之外,业界长期缺乏能够刻画隐私政策关键质量
该论文提出并评估了一套面向教育信息系统的「告警后」受控事件编排与响应子系统(post-alert incident orchestration and response subsystem)。研究动机在于:传统自动化响应(SOAR 类)常把
CVE-2026-96257
CVE-2026-96257 是 Fast(迅捷网络)FAC1203R Gigabit Edition 路由器固件 2.0.4(可能为 2.0.4 版本分支)中被披露的一个严重内存安全漏洞,位于 Device Discovery Servi
Cloud & Application Security
From Scanner to Stealer: Inside the trivy-action Supply Chain Compromise
Next-Gen Identity Security
CrowdStrike Expands Identity Leadership with OpenID and IDPro
cloud architecture assessment
ransomware and multifaceted extortion defense
Google Cloud Next 2026Catch-up sessions on the keynotes and select sessions are now available on demand.Explore content
The Identity Problem Hiding in AI Agent Deployments
94% of Organizations Report Cloud Breaches: CrowdStrike State of CDR Survey
Falcon Cloud Security June 2026 Release: Updates for Azure and Google Cloud
Falcon Cloud Security July 2026 Release: Helping Security Teams Move Faster in the Cloud
CrowdStrike Named Strongest Overall Leader in 2026 Frost Radar™: Cloud Workload Protection Platforms
CrowdStrike Extends Endpoint Security to Stop Software Supply Chain Attacks
CrowdStrike Announces Agentic Identity Provider
CVE-2025-15150
无人机开源飞控 PX4-Autopilot堆栈溢出漏洞 CVE-2025-15150
CVE-2025-14847
MongoDB内存泄漏 CVE-2025-14847(MongoBleed)