Protecting Your LLMs with Information Bottleneck
Authors: Zichuan Liu, Zefan Wang, Linjie Xu, Jinyu Wang, Lei Song, Tianchun Wang, Chunlin Chen, Wei Cheng, Jiang Bian | Published: 2024-04-22 | Updated: 2024-10-10
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Competition Report: Finding Universal Jailbreak Backdoors in Aligned LLMs
Authors: Javier Rando, Francesco Croce, Kryštof Mitka, Stepan Shabalin, Maksym Andriushchenko, Nicolas Flammarion, Florian Tramèr | Published: 2024-04-22 | Updated: 2024-06-06
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
Authors: Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian | Published: 2024-04-21
Reliable Model Watermarking: Defending Against Theft without Compromising on Evasion
Authors: Hongyu Zhu, Sichu Liang, Wentao Hu, Fangqi Li, Ju Jia, Shilin Wang | Published: 2024-04-21
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud
Authors: Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang | Published: 2024-04-20
Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study
Authors: Wenhan Lyu, Yimeng Wang, Tingting, Chung, Yifan Sun, Yixuan Zhang | Published: 2024-04-20 | Updated: 2024-05-03
Intrusion Detection at Scale with the Assistance of a Command-line Language Model
Authors: Jiongliang Lin, Yiwen Guo, Hao Chen | Published: 2024-04-20
CyberSecEval 2: A Wide-Ranging Cybersecurity Evaluation Suite for Large Language Models
Authors: Manish Bhatt, Sahana Chennabasappa, Yue Li, Cyrus Nikolaidis, Daniel Song, Shengye Wan, Faizan Ahmad, Cornelius Aschermann, Yaohui Chen, Dhaval Kapil, David Molnar, Spencer Whitman, Joshua Saxe | Published: 2024-04-19
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models
Authors: Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen | Published: 2024-04-19 | Updated: 2024-04-22
Ransomware Detection and Classification Using Random Forest: A Case Study with the UGRansome2024 Dataset
Authors: Peace Azugo, Hein Venter, Mike Wa Nkongolo | Published: 2024-04-19