AI账户被黑？用这份检查清单快速发现入侵迹象，清理多余管理员权限，守护你的AI资产。
Photo by Steve A Johnson on Unsplash TL;DR: Use this concise checklist to spot a compromised AI account, verify the intrusion, and lock down the breac…
数字孪生赋能汽车CAN总线入侵检测，可识别保持时序特征的隐蔽载荷攻击，安全新思路。
arXiv:2608.17093v1 Announce Type: cross Abstract: Existing automotive intrusion detection systems (IDSs) for the Controller Area Network (CAN) largely…
把形式化风险认证引入 LLM 安全代理，轨迹级保障让入侵检测更可信，开源模型实测见真章。
arXiv:2608.05199v1 Announce Type: cross Abstract: Autonomous security agents operate as staged pipelines, such as classifying network traffic and then…
用流量感知随机平滑提升LLM入侵检测鲁棒性，44页论文详解新方法。
arXiv:2607.13801v1 Announce Type: cross Abstract: Large language model (LLM)-based intrusion detection systems (IDS) are increasingly studied for secu…
新基准HIDBench评估LLM在系统日志入侵检测中的能力，填补安全评测空白。
arXiv:2605.21773v1 Announce Type: cross Abstract: Recent benchmark efforts have advanced the evaluation of large language models (LLMs) in cybersecuri…
研究发现多重共线性会严重削弱AI入侵检测的可解释性稳定性，并提出缓解策略，值得关注。
arXiv:2605.22529v1 Announce Type: cross Abstract: This paper investigates a unexplored yet impactful vulnerability in AI explainability used in intrus…
云安全新思路：将LLM与自适应Q学习结合，构建多层云端入侵检测流水线，应对未知攻击。
arXiv:2605.15889v1 Announce Type: cross Abstract: Security in cloud computing has become a major concern due to several factors such as layered cloud …