Adaptive Cyber-Defense for Evolving Attacker Capabilities using Reinforcement Learning and Behavior Trees
Autonomous cyber-defense agents trained using reinforcement learning (RL) are increasingly adopted for defending enterpr
2026-10-20 归档
今日共收录 730 条安全情报，包含 0 个 CVE，352 篇安全通告，以及 100 篇研究论文。
← 返回归档列表Spectrum of Liability: Forensically Sound Acquisition of Wireless Evidence for the Reconstruction of Maritime Cyber-Physical Incidents
Modern maritime navigation depends on mandatory wireless inputs, most notably GNSS and AIS, whose reception can be spoof
GreenNIDS: A Benchmark Workflow and Analysis Dataset for NetFlow Intrusion Detection Experiments
Comparing the predictive performance and computational cost of flow-based intrusion detection experiments requires both
On Pearl Blockchain's Proof of Useful Work: Systematization and Flexibility
We revisit the proof-of-useful-work (PoUW) scheme in Pearl blockchain's white paper (Pearl Research Team), giving a syst
Equivalent Non-linear Shift Register Transformations and Espresso
The stream cipher Espresso was designed by E. Dubrova and M. Hell as a hardware-efficient candidate for 5G security. It
AdaFedXplain: Adaptive Federated Learning with Explainable AI for Ransomware Detection
Attacks using ransomware have developed into complex multiphase campaigns that target vital infrastructure, resulting in
Federated Learning for Malware Image Classification under Data Heterogeneity
Malware image classification (MIC), in which binary files are converted into visual representations and deep neural netw
SemVideoSte: Agentic AI for Cross-Modal Semantic Video Steganography Communication
We propose an agentic artificial intelligence (AI)-driven cross-modal semantic video steganography communication (SemVid
How Much Feedback Is Needed to Break Template Protection? The Geometric Vulnerability of Biometric Authentication
Biometric authentication systems increasingly use privacy-preserving mechanisms to protect sensitive templates. However,
Policy Is Not Capability: Some Safety Benchmarks Measure Which Definition of "Unsafe" You Trained On
A guardrail classifier is reported as if unsafe were a property of text. It is not: it is a property of a policy, and th
BitPCE: Batched Multi-Dimensional PolicyResolution with GPU Bitmap Algebra
Policy controllers must determine which workloads match rules spanning several label dimensions. Hash sets, compressed b
Same Data, Different Bytes: Serialization-Invariant Integrity Checks for Agent-Published Datasets
Agent networks require reliable ways for requesting agents to verify where data is located, how it can be accessed, and
Consistency Is the Attack Surface: Detecting Coordinated Retrieval Poisoning with Embedding Geometry
Consistency-based defenses for retrieval-augmented generation (RAG) rest on an assumption that a sparse adversary breaks
From Trust Scores to Driver Decisions: An Abstaining Evidential Decision Layer for Event Validation in VANETs
Trust management in vehicular ad hoc networks is highly active, yet the decision that a driver needs, whether a reported
Collaborative Hand Drawing to Conceptualize Usable Privacy and Security Research Problems: Students' Perspectives (Extended Version)
In this paper, we explore students' perspectives on incorporating hand drawing to conceptualize usable privacy and secur
SecODD: Adapting the Operational Design Domain from Driving Autonomy to Autonomous Cyber Defense
Security operations centers are beginning to delegate detection, triage, and containment to Autonomous Cyber Defense (AC
Fast \(\ell_\infty\)-Reduction of Rank-2 Lattices in $\mathbb{R}^n$ via a New Reduced-Basis Notion
The shortest vector problem (SVP) under the infinity norm ($\ell_\infty$-norm) is an important lattice problem with appl
Effective Construction of Feature Database of Fingerprinting Functions for Code-Clone SCA
In contemporary software development, the extensive adoption of third-party libraries has become standard practice to av
Private Evaluation of High-Dimensional Functions
We study differentially private black-box evaluation of arbitrary high-dimensional functions. Given a dataset $S$ and qu
Defending Against Dormant Poisoning Attacks Across Language and Multimodal Agents
Recent work shows that attackers can implant dormant malicious behaviors that remain hidden at release but emerge after