#cs.NI

共收录 181 条相关情报。

学术论文2026-10-13 发布INFO

Beyond Model Scaling: Rethinking Sequence Construction for Transformer-based Network Intrusion Detection

Transformer-based network intrusion detection systems (NIDS) have shown strong potential for detecting multi-stage cyber

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI

学术论文2026-10-09 发布INFO

Post-Quantum Session Establishment for Matter over Thread: Message Size, Transport, and Protocol Options

Matter's first post-quantum change protects device attestation with ML-DSA, but its operational handshake, CASE, still d

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI

学术论文2026-10-08 发布INFO

HPQ-AKE: A Provably Secure Sign-Less Hybrid Authenticated Key Exchange Protocol for Bandwidth-Constrained IoT and Edge Networks

Securing bandwidth-constrained Internet of Things (IoT) and edge networks during post-quantum migration creates an authe

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI

学术论文2026-10-08 发布INFO

Moving Target Defense in SDN-enabled EV Charging Network

Software-Defined Networking (SDN) is emerging as a promis- ing technology for EV Charging infrastructure (EVCI) since it

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.GT #cs.NI

学术论文2026-10-08 发布INFO

Host Attack Graph for Botnet Propagation

Botnets represent the backbone of most modern cybersecurity attacks through which botmasters deploy distributed denial o

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.GT #cs.NI

学术论文2026-10-06 发布INFO

Explainable Rule Mining of IPv6 Extension-Header Presence Patterns from Paired-Vantage Captures

IPv6 extension headers (EHs), such as fragmentation, segment routing, and in-situ telemetry, are operationally important

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.LG #cs.NI

学术论文2026-10-06 发布INFO

Quantifying the Privacy Posture of Operator-Side 5G/O-RAN Profiles

Operator-side network profiles derived from 5G/ORAN traffic carry personal data such as ephemeral subscriber identifiers

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI

学术论文2026-10-06 发布INFO

When Can Stateless Recovery Defeat Byzantine Quorum Safety? A Tight Normal Form for Single-Step BFT

Byzantine quorum safety relies on correct replicas refusing to sign conflicting values. A replica that loses its protoco

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.DC #cs.DS #cs.NI

学术论文2026-10-05 发布INFO

NetAgent: Multi-Task Agentic Network Traffic Analysis Made Practical

Network traffic analysis is central to network security, spanning tasks from intrusion detection to encrypted traffic cl

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI

学术论文2026-10-05 发布INFO

Evaluating Behavioral Context for Interpretable IAM Policy Risk Scoring in Cloud Environments

IAM policy analysis typically emphasizes the authorization capabilities encoded in a policy, but security analyst review

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.DC #cs.LG #cs.NI

学术论文2026-10-05 发布INFO

Pauli Error Composition Determines the Multipartite Advantage in Conference Key Agreement

GHZ-based conference key agreement distributes a shared key to $N$ parties in one network use, whereas pairwise BB84 nee

历史摘要 · 未重新核验 · arXiv cs.CR

#quant-ph #cs.NI

学术论文2026-10-05 发布INFO

Adaptive-Shot Hybrid Quantum Anomaly Detection for Tactile Internet Security: Reliability-Aware Measurement Allocation Under Resource Constraints

Tactile Internet (TI) security analytics must balance reliable thresholded decisions with constrained computational and

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.LG #cs.NI

学术论文2026-10-02 发布INFO

Containing the Autonomous Operator: A Defense-in-Depth Framework and Reference Architecture for Securing AI Agents on Kubernetes

该论文针对大语言模型（LLM）智能体从聊天界面走向基础设施运维这一现实趋势，提出了一个在 Kubernetes 上安全承载 AI 智能体的纵深防御框架与参考架构。作者指出，当智能体能够读取遥测、调用工具、生成并执行代码、直接改变生产 K8s

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #agent-security #llm #kubernetes #cloud-native-security #prompt-injection

学术论文2026-10-01 发布INFO

From Network Intrusion Detection to Blockchain-Backed Endpoint Detection and Response: Mapping the Landscape of Decentralized Detection-and-Response Architectures

这是一篇系统化知识梳理（SoK）类论文，聚焦于区块链辅助的入侵检测与响应体系。作者指出，尽管面向物联网（IoT）与工业物联网（IIoT）的区块链+IDS/IPS 文献已相当成熟，但既有综述存在两个关键缺陷：其一，忽略了检测架构正从网络边界向

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.AI #cs.NI #blockchain #edr-xdr #ids #llm-security

学术论文2026-10-01 发布INFO

Protocol Integration of Physical Layer Deception into EAP-TEAP Wi-Fi Authentication

论文针对的是企业级 Wi-Fi 认证中一个长期存在的结构性弱点：基于凭据的 EAP（可扩展认证协议）认证只能验证“凭据是否正确”，无法区分凭据的合法持有者与窃取/冒用凭据的攻击者。作者提出用物理层欺骗（Physical Layer Dece

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #wireless-security #802.1X #EAP-TEAP #physical-layer-deception #authentication

学术论文2026-09-28 发布INFO

Hybrid QKD-PQC Network Emulation through Automated and Scalable Cloud-Native Orchestration

该论文面向"量子安全网络"迁移过程中的实验验证难题展开研究。随着业界向抗量子密码体系过渡，混合网络架构（同时集成量子密钥分发 QKD 与后量子密码 PQC）成为主流演进方向，但此类架构的实验评测长期受制于两大瓶颈：一是真实量子硬件成本高昂、

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #qkd #pqc #post-quantum #network-emulation #cloud-native

学术论文2026-09-28 发布INFO

Implementing Data Diodes Using Commodity Hardware and Open Source Software

该论文研究如何使用商用硬件和开源软件构建单向网络设备（数据二极管），以低成本实现原本昂贵的高保障单向数据传输方案。数据二极管用于防御高级网络攻击，目前主要部署在核电站和政府涉密信息处理场景，主要原因之一是其商业产品价格高昂。论文指出，虽然硬

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #data-diode #network-isolation #one-way-transfer #packet-loss #open-source

学术论文2026-09-26 发布INFO

Analyzing 10 Petabit/s Network Data with Accelerated Associative (Token) Arrays

该论文来自 MIT 林肯实验室与 IEEE、Amazon 联合发起的「匿名网络感知图挑战赛（Anonymized Network Sensing Graph Challenge）」背景，聚焦一个规模化网络分析的核心工程问题：当网络成为现代社

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #cs.DC #cs.MS #cs.PF #network-analysis #gpu-acceleration

学术论文2026-09-26 发布INFO

Agentic Network Traffic Monitoring

随着 agentic AI 在各行业广泛应用，攻击面不断扩大，确保 AI agent 的行为符合用户意图成为关键安全需求。审计 agent 的网络流量可以提供清晰的交互记录。本文提出一种基于复值超稀疏流量矩阵（complex valued

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.AI #cs.DB #cs.DC #cs.NI #agent-security #llm

学术论文2026-09-25 发布INFO

Fast and Secure Simultaneous Authentication of Equals for WPA3

WPA3 引入的 SAE（对等实体同时认证）协议通过 Dragonfly 握手，能够抵御针对预共享密钥（PSK）的离线字典攻击，并为会话密钥提供前向保密，解决了传统 WPA2 四步握手易被离线爆破的问题。然而 SAE 在握手过程中需要对密码

历史摘要 · 未重新核验 · arXiv cs.CR

#cs.NI #wpa3 #sae #wireless-security #dos-mitigation #network-security