LaFA: Latent Feature Attacks on Non-negative Matrix Factorization
Authors: Minh Vu, Ben Nebgen, Erik Skau, Geigh Zollicoffer, Juan Castorena, Kim Rasmussen, Boian Alexandrov, Manish Bhattarai | Published: 2024-08-07
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EnJa: Ensemble Jailbreak on Large Language Models
Authors: Jiahao Zhang, Zilong Wang, Ruofan Wang, Xingjun Ma, Yu-Gang Jiang | Published: 2024-08-07
MPC-Minimized Secure LLM Inference
Authors: Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca Popa | Published: 2024-08-07
Harnessing the Power of LLMs in Source Code Vulnerability Detection
Authors: Andrew A Mahyari | Published: 2024-08-07
Simple Perturbations Subvert Ethereum Phishing Transactions Detection: An Empirical Analysis
Authors: Ahod Alghureid, David Mohaisen | Published: 2024-08-06
Malicious Internet Entity Detection Using Local Graph Inference
Authors: Simon Mandlik, Tomas Pevny, Vaclav Smidl, Lukas Bajer | Published: 2024-08-06 | Updated: 2024-08-07
The Use of Large Language Models (LLM) for Cyber Threat Intelligence (CTI) in Cybercrime Forums
Authors: Vanessa Clairoux-Trepanier, Isa-May Beauchamp, Estelle Ruellan, Masarah Paquet-Clouston, Serge-Olivier Paquette, Eric Clay | Published: 2024-08-06 | Updated: 2024-10-01
Compromising Embodied Agents with Contextual Backdoor Attacks
Authors: Aishan Liu, Yuguang Zhou, Xianglong Liu, Tianyuan Zhang, Siyuan Liang, Jiakai Wang, Yanjun Pu, Tianlin Li, Junqi Zhang, Wenbo Zhou, Qing Guo, Dacheng Tao | Published: 2024-08-06
Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning
Authors: Dmitri Iourovitski, Sanat Sharma, Rakshak Talwar | Published: 2024-08-06
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services
Authors: Shaopeng Fu, Xuexue Sun, Ke Qing, Tianhang Zheng, Di Wang | Published: 2024-08-05