SLIM: Stealthy Low-Coverage Black-Box Watermarking via Latent-Space Confusion Zones
Authors: Hengyu Wu, Yang Cao | Published: 2026-01-06
LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers
Authors: Hiroyuki Okada, Tatsumi Oba, Naoto Yanai | Published: 2026-01-06
JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification
Authors: Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Zhaoye Li, Bin Ji, Baosheng Wang, Jie Yu | Published: 2026-01-06
Window-based Membership Inference Attacks Against Fine-tuned Large Language Models
Authors: Yuetian Chen, Yuntao Du, Kaiyuan Zhang, Ashish Kundu, Charles Fleming, Bruno Ribeiro, Ninghui Li | Published: 2026-01-06
Adversarial Contrastive Learning for LLM Quantization Attacks
Authors: Dinghong Song, Zhiwei Xu, Hai Wan, Xibin Zhao, Pengfei Su, Dong Li | Published: 2026-01-06
LAsset: An LLM-assisted Security Asset Identification Framework for System-on-Chip (SoC) Verification
Authors: Md Ajoad Hasan, Dipayan Saha, Khan Thamid Hasan, Nashmin Alam, Azim Uddin, Sujan Kumar Saha, Mark Tehranipoor, Farimah Farahmandi | Published: 2026-01-06
Quantum AI for Cybersecurity: A hybrid Quantum-Classical models for attack path analysis
Authors: Jessica A. Sciammarelli, Waqas Ahmed | Published: 2026-01-05
UnPII: Unlearning Personally Identifiable Information with Quantifiable Exposure Risk
Authors: Intae Jeon, Yujeong Kwon, Hyungjoon Koo | Published: 2026-01-05
Enhanced Web Payload Classification Using WAMM: An AI-Based Framework for Dataset Refinement and Model Evaluation
Authors: Heba Osama, Omar Elebiary, Youssef Qassim, Mohamed Amgad, Ahmed Maghawry, Ahmed Saafan, Haitham Ghalwash | Published: 2025-12-29
Toward Trustworthy Agentic AI: A Multimodal Framework for Preventing Prompt Injection Attacks
Authors: Toqeer Ali Syed, Mishal Ateeq Almutairi, Mahmoud Abdel Moaty | Published: 2025-12-29