WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs
Authors: Hongbo Chen, Yifan Zhang, Xing Han, Huanyao Rong, Yuheng Zhang, Tianhao Mao, Hang Zhang, XiaoFeng Wang, Luyi Xing, Xun Chen | Published: 2024-05-02
LLM Performance Evaluation
Unleashing the Power of LLM to Infer State Machine from the Protocol Implementation
Authors: Haiyang Wei, Ligeng Chen, Zhengjie Du, Yuhan Wu, Haohui Huang, Yue Liu, Guang Cheng, Fengyuan Xu, Linzhang Wang, Bing Mao | Published: 2024-05-01 | Updated: 2025-03-27
Evaluating and Mitigating Linguistic Discrimination in Large Language Models
Authors: Guoliang Dong, Haoyu Wang, Jun Sun, Xinyu Wang | Published: 2024-04-29 | Updated: 2024-05-10
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
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models
Authors: Yingchaojie Feng, Zhizhang Chen, Zhining Kang, Sijia Wang, Minfeng Zhu, Wei Zhang, Wei Chen | Published: 2024-04-12
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward
Authors: Xuan Xie, Jiayang Song, Zhehua Zhou, Yuheng Huang, Da Song, Lei Ma | Published: 2024-04-12
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
Authors: Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz | Published: 2024-04-06
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods
Authors: Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan | Published: 2024-04-02
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement
Authors: Jonathan Pan, Swee Liang Wong, Xin Wei Chia, Yidi Yuan | Published: 2024-04-01
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
Authors: Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu | Published: 2024-03-21 | Updated: 2024-06-11