zkLLM: Zero Knowledge Proofs for Large Language Models
Authors: Haochen Sun, Jason Li, Hongyang Zhang | Published: 2024-04-24
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Authors: Tianyu Guo, Sai Praneeth Karimireddy, Michael I. Jordan | Published: 2024-04-24
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception
Authors: Vidit Khazanchi, Pavan Kulkarni, Yuvaraj Govindarajulu, Manojkumar Parmar | Published: 2024-04-24 | Updated: 2024-05-02
Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models
Authors: Jiaming He, Wenbo Jiang, Guanyu Hou, Wenshu Fan, Rui Zhang, Hongwei Li | Published: 2024-04-23 | Updated: 2025-01-08
A Customer Level Fraudulent Activity Detection Benchmark for Enhancing Machine Learning Model Research and Evaluation
Authors: Phoebe Jing, Yijing Gao, Xianlong Zeng | Published: 2024-04-23
Chain of trust: Unraveling references among Common Criteria certified products
Authors: Adam Janovsky, Łukasz Chmielewski, Petr Svenda, Jan Jancar, Vashek Matyas | Published: 2024-04-22 | Updated: 2024-08-19
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
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