Taming Data Challenges in ML-based Security Tasks: Lessons from Integrating Generative AI

Authors: Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath | Published: 2025-07-08
2025.07.08 2025.07.10
Literature Database

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
2025.07.08 2025.07.10
Literature Database

The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation

Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
2025.07.08 2025.07.10
Literature Database

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
2025.07.08 2025.07.10
Literature Database

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
2025.07.07 2025.07.09
Literature Database

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
2025.07.07 2025.07.09
Literature Database

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
2025.07.07 2025.07.09
Literature Database

Efficient Unlearning with Privacy Guarantees

Authors: Josep Domingo-Ferrer, Najeeb Jebreel, David Sánchez | Published: 2025-07-07
2025.07.07 2025.07.09
Literature Database

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
2025.07.07 2025.07.09
Literature Database

Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection

Authors: Ziqi Miao, Yi Ding, Lijun Li, Jing Shao | Published: 2025-07-03
2025.07.03 2025.07.05
Literature Database
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