CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations
Authors: Xiaohu Li, Yunfeng Ning, Zepeng Bao, Mayi Xu, Jianhao Chen, Tieyun Qian | Published: 2025-07-08
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The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation
Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
iThermTroj: Exploiting Intermittent Thermal Trojans in Multi-Processor System-on-Chips
Authors: Mehdi Elahi, Mohamed R. Elshamy, Abdel-Hameed Badawy, Ahmad Patooghy | Published: 2025-07-08
AI Agent Smart Contract Exploit Generation
Authors: Arthur Gervais, Liyi Zhou | Published: 2025-07-08 | Updated: 2025-08-07
The Hidden Threat in Plain Text: Attacking RAG Data Loaders
Authors: Alberto Castagnaro, Umberto Salviati, Mauro Conti, Luca Pajola, Simeone Pizzi | Published: 2025-07-07
LIFT: Automating Symbolic Execution Optimization with Large Language Models for AI Networks
Authors: Ruoxi Wang, Kun Li, Minghui Xu, Yue Zhang, Kaidi Xu, Chunchi Liu, Yinhao Xiao, Xiuzhen Cheng | Published: 2025-07-07
FIDESlib: A Fully-Fledged Open-Source FHE Library for Efficient CKKS on GPUs
Authors: Carlos Agulló-Domingo, Óscar Vera-López, Seyda Guzelhan, Lohit Daksha, Aymane El Jerari, Kaustubh Shivdikar, Rashmi Agrawal, David Kaeli, Ajay Joshi, José L. Abellán | Published: 2025-07-07
Efficient Unlearning with Privacy Guarantees
Authors: Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez | Published: 2025-07-07
Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions
Authors: Shuo Yang, Xinran Zheng, Xinchen Zhang, Jinfeng Xu, Jinze Li, Donglin Xie, Weicai Long, Edith C. H. Ngai | Published: 2025-07-07
Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection
Authors: Ziqi Miao, Yi Ding, Lijun Li, Jing Shao | Published: 2025-07-03