Enhancing Prompt Injection Attacks to LLMs via Poisoning Alignment
Authors: Zedian Shao, Hongbin Liu, Jaden Mu, Neil Zhenqiang Gong | Published: 2024-10-18 | Updated: 2025-09-15
Feint and Attack: Attention-Based Strategies for Jailbreaking and Protecting LLMs
Authors: Rui Pu, Chaozhuo Li, Rui Ha, Zejian Chen, Litian Zhang, Zheng Liu, Lirong Qiu, Zaisheng Ye | Published: 2024-10-18 | Updated: 2025-07-08
Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation
Authors: Shuai Zhao, Xiaobao Wu, Cong-Duy Nguyen, Yanhao Jia, Meihuizi Jia, Yichao Feng, Luu Anh Tuan | Published: 2024-10-18 | Updated: 2025-05-20
Private Counterfactual Retrieval
Authors: Mohamed Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus | Published: 2024-10-17 | Updated: 2025-07-24
FTSmartAudit: A Knowledge Distillation-Enhanced Framework for Automated Smart Contract Auditing Using Fine-Tuned LLMs
Authors: Zhiyuan Wei, Jing Sun, Zijian Zhang, Xianhao Zhang, Zhe Hou | Published: 2024-10-17 | Updated: 2025-11-03
Low-Rank Adversarial PGD Attack
Authors: Dayana Savostianova, Emanuele Zangrando, Francesco Tudisco | Published: 2024-10-16
Reconstruction of Differentially Private Text Sanitization via Large Language Models
Authors: Shuchao Pang, Zhigang Lu, Haichen Wang, Peng Fu, Yongbin Zhou, Minhui Xue | Published: 2024-10-16 | Updated: 2025-09-18
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
Authors: Qinfeng Li, Tianyue Luo, Xuhong Zhang, Yangfan Xie, Zhiqiang Shen, Lijun Zhang, Yier Jin, Hao Peng, Xinkui Zhao, Xianwei Zhu, Jianwei Yin | Published: 2024-10-16 | Updated: 2025-10-16
Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges
Authors: Rami Darwish, Mahmoud Abdelsalam, Sajad Khorsandroo | Published: 2024-10-14
Denial-of-Service Poisoning Attacks against Large Language Models
Authors: Kuofeng Gao, Tianyu Pang, Chao Du, Yong Yang, Shu-Tao Xia, Min Lin | Published: 2024-10-14