CNT: Safety-oriented Function Reuse across LLMs via Cross-Model Neuron Transfer
Authors: Yue Zhao, Yujia Gong, Ruigang Liang, Shenchen Zhu, Kai Chen, Xuejing Yuan, Wangjun Zhang | Published: 2026-03-19
Calculation of Output Harmfulness
Thought-Transfer: Indirect Targeted Poisoning Attacks on Chain-of-Thought Reasoning Models
Authors: Harsh Chaudhari, Ethan Rathbum, Hanna Foerster, Jamie Hayes, Matthew Jagielski, Milad Nasr, Ilia Shumailov, Alina Oprea | Published: 2026-01-27
From Lab to Reality: A Practical Evaluation of Deep Learning Models and LLMs for Vulnerability Detection
Authors: Chaomeng Lu, Bert Lagaisse | Published: 2025-12-11
Embedding Poisoning: Bypassing Safety Alignment via Embedding Semantic Shift
Authors: Shuai Yuan, Zhibo Zhang, Yuxi Li, Guangdong Bai, Wang Kailong | Published: 2025-09-08
Consiglieres in the Shadow: Understanding the Use of Uncensored Large Language Models in Cybercrimes
Authors: Zilong Lin, Zichuan Li, Xiaojing Liao, XiaoFeng Wang | Published: 2025-08-18
Fake or Real: The Impostor Hunt in Texts for Space Operations
Authors: Agata Kaczmarek, Dawid Płudowski, Piotr Wilczyński, Przemysław Biecek, Krzysztof Kotowski, Ramez Shendy, Jakub Nalepa, Artur Janicki, Evridiki Ntagiou | Published: 2025-07-17 | Updated: 2025-07-21
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark
Authors: Kangwei Liu, Siyuan Cheng, Bozhong Tian, Xiaozhuan Liang, Yuyang Yin, Meng Han, Ningyu Zhang, Bryan Hooi, Xi Chen, Shumin Deng | Published: 2025-06-12
CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning
Authors: Biao Yi, Tiansheng Huang, Baolei Zhang, Tong Li, Lihai Nie, Zheli Liu, Li Shen | Published: 2025-05-22
SoK: Knowledge is All You Need: Accelerating Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs
Authors: Wenrui Cheng, Tiantian Zhu, Chunlin Xiong, Haofei Sun, Zijun Wang, Shunan Jing, Mingqi Lv, Yan Chen | Published: 2025-03-05 | Updated: 2025-04-28
Cross-Modal Safety Alignment: Is textual unlearning all you need?
Authors: Trishna Chakraborty, Erfan Shayegani, Zikui Cai, Nael Abu-Ghazaleh, M. Salman Asif, Yue Dong, Amit K. Roy-Chowdhury, Chengyu Song | Published: 2024-05-27 | Updated: 2025-10-14