Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

Authors: Daniel Reti, Norman Becker, Tillmann Angeli, Anasuya Chattopadhyay, Daniel Schneider, Sebastian Vollmer, Hans D. Schotten | Published: 2024-04-24

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