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
Literature Database
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
Security and Detectability Analysis of Unicode Text Watermarking Methods Against Large Language Models
Authors: Malte Hellmeier | Published: 2025-12-15
Cisco Integrated AI Security and Safety Framework Report
Authors: Amy Chang, Tiffany Saade, Sanket Mendapara, Adam Swanda, Ankit Garg | Published: 2025-12-15
CTIGuardian: A Few-Shot Framework for Mitigating Privacy Leakage in Fine-Tuned LLMs
Authors: Shashie Dilhara Batan Arachchige, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Dinusha Vatsalan, Dali Kaafar | Published: 2025-12-15