PerProb: Indirectly Evaluating Memorization in Large Language Models
Authors: Yihan Liao, Jacky Keung, Xiaoxue Ma, Jingyu Zhang, Yicheng Sun | Published: 2025-12-16
Reasoning-Style Poisoning of LLM Agents via Stealthy Style Transfer: Process-Level Attacks and Runtime Monitoring in RSV Space
Authors: Xingfu Zhou, Pengfei Wang | Published: 2025-12-16
Hybrid Ensemble Method for Detecting Cyber-Attacks in Water Distribution Systems Using the BATADAL Dataset
Authors: Waqas Ahmed | Published: 2025-12-16
PentestEval: Benchmarking LLM-based Penetration Testing with Modular and Stage-Level Design
Authors: Ruozhao Yang, Mingfei Cheng, Gelei Deng, Tianwei Zhang, Junjie Wang, Xiaofei Xie | Published: 2025-12-16
IntentMiner: Intent Inversion Attack via Tool Call Analysis in the Model Context Protocol
Authors: Yunhao Yao, Zhiqiang Wang, Haoran Cheng, Yihang Cheng, Haohua Du, Xiang-Yang Li | Published: 2025-12-16
From Obfuscated to Obvious: A Comprehensive JavaScript Deobfuscation Tool for Security Analysis
Authors: Dongchao Zhou, Lingyun Ying, Huajun Chai, Dongbin Wang | Published: 2025-12-16
A Deep Dive into Function Inlining and its Security Implications for ML-based Binary Analysis
Authors: Omar Abusabha, Jiyong Uhm, Tamer Abuhmed, Hyungjoon Koo | Published: 2025-12-16
SEDULity: A Proof-of-Learning Framework for Distributed and Secure Blockchains with Efficient Useful Work
Authors: Weihang Cao, Mustafa Doger, Sennur Ulukus | Published: 2025-12-15
Behavior-Aware and Generalizable Defense Against Black-Box Adversarial Attacks for ML-Based IDS
Authors: Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini | Published: 2025-12-15
On the Effectiveness of Membership Inference in Targeted Data Extraction from Large Language Models
Authors: Ali Al Sahili, Ali Chehab, Razane Tajeddine | Published: 2025-12-15