Jailbreaking and Mitigation of Vulnerabilities in Large Language Models

Authors: Benji Peng, Keyu Chen, Qian Niu, Ziqian Bi, Ming Liu, Pohsun Feng, Tianyang Wang, Lawrence K. Q. Yan, Yizhu Wen, Yichao Zhang, Caitlyn Heqi Yin | Published: 2024-10-20 | Updated: 2025-05-08
2024.10.20 2025.05.27
Literature Database

A Novel Reinforcement Learning Model for Post-Incident Malware Investigations

Authors: Dipo Dunsin, Mohamed Chahine Ghanem, Karim Ouazzane, Vassil Vassilev | Published: 2024-10-19 | Updated: 2025-01-12
2024.10.19 2025.05.27
Literature Database

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
2024.10.18 2025.09.17
Literature Database

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
2024.10.18 2025.07.10
Literature Database

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
2024.10.18 2025.05.28
Literature Database

Private Counterfactual Retrieval

Authors: Mohamed Nomeir, Pasan Dissanayake, Shreya Meel, Sanghamitra Dutta, Sennur Ulukus | Published: 2024-10-17 | Updated: 2025-07-24
2024.10.17 2025.07.26
Literature Database

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
2024.10.17 2025.11.05
Literature Database

Low-Rank Adversarial PGD Attack

Authors: Dayana Savostianova, Emanuele Zangrando, Francesco Tudisco | Published: 2024-10-16
2024.10.16 2025.05.27
Literature Database

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
2024.10.16 2025.09.20
Literature Database

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
2024.10.16 2025.10.18
Literature Database
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