Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models
Authors: Guangyu Yang, Jinghong Chen, Jingbiao Mei, Weizhe Lin, Bill Byrne | Published: 2025-08-22 | Updated: 2025-11-03
Literature Database
Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs
Authors: Yu Yan, Sheng Sun, Zhe Wang, Yijun Lin, Zenghao Duan, zhifei zheng, Min Liu, Zhiyi yin, Jianping Zhang | Published: 2025-08-22 | Updated: 2025-09-15
Evaluating the Defense Potential of Machine Unlearning against Membership Inference Attacks
Authors: Aristeidis Sidiropoulos, Christos Chrysanthos Nikolaidis, Theodoros Tsiolakis, Nikolaos Pavlidis, Vasilis Perifanis, Pavlos S. Efraimidis | Published: 2025-08-22 | Updated: 2025-09-17
A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives
Authors: Kaixiang Zhao, Lincan Li, Kaize Ding, Neil Zhenqiang Gong, Yue Zhao, Yushun Dong | Published: 2025-08-20 | Updated: 2025-08-27
Foe for Fraud: Transferable Adversarial Attacks in Credit Card Fraud Detection
Authors: Jan Lum Fok, Qingwen Zeng, Shiping Chen, Oscar Fawkes, Huaming Chen | Published: 2025-08-20
On the Security and Privacy of Federated Learning: A Survey with Attacks, Defenses, Frameworks, Applications, and Future Directions
Authors: Daniel M. Jimenez-Gutierrez, Yelizaveta Falkouskaya, Jose L. Hernandez-Ramos, Aris Anagnostopoulos, Ioannis Chatzigiannakis, Andrea Vitaletti | Published: 2025-08-19
DDoS Attacks in Cloud Computing: Detection and Prevention
Authors: Zain Ahmad, Musab Ahmad, Bilal Ahmad | Published: 2025-08-19
AutoBnB-RAG: Enhancing Multi-Agent Incident Response with Retrieval-Augmented Generation
Authors: Zefang Liu, Arman Anwar | Published: 2025-08-18
VerilogLAVD: LLM-Aided Rule Generation for Vulnerability Detection in Verilog
Authors: Xiang Long, Yingjie Xia, Xiyuan Chen, Li Kuang | Published: 2025-08-18
MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies
Authors: Weiwei Qi, Shuo Shao, Wei Gu, Tianhang Zheng, Puning Zhao, Zhan Qin, Kui Ren | Published: 2025-08-18