Cybersecurity

One-Size-Fits-None: Understanding and Enhancing Slow-Fault Tolerance in Modern Distributed Systems NSDI 2025 Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment AAAI 2025 Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025 On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark AISTATS 2025 Pathways to Radicalisation: On Research for Online Radicalisation in Natural Language Processing and Machine Learning ACL 2025 PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025 Position: AI Agents Need Authenticated Delegation ICML 2025 Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI ICML 2025 Position: Machine Learning Models Have a Supply Chain Problem ICML 2025 PreAcher: Secure and Practical Password Pre-Authentication by Content Delivery Networks NSDI 2025 Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training EMNLP 2025 Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing ICML 2025 PwnGPT: Automatic Exploit Generation Based on Large Language Models ACL 2025 Q-Detection: A Quantum-Classical Hybrid Poisoning Attack Detection Method IJCAI 2025 Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025 Riemannian-Geometric Fingerprints of Generative Models ICCV 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 SEAL: Semantic Aware Image Watermarking ICCV 2025 SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025 SilverSpeak: Evading AI-Generated Text Detectors using Homoglyphs COLING 2025 Spatial-Temporal Forgery Trace based Forgery Image Identification ICCV 2025 SpecGuard: Spectral Projection-based Advanced Invisible Watermarking ICCV 2025 Staining and Locking Computer Vision Models Without Retraining ICCV 2025 Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences ACL 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025