Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
Authors: Bang An, Sicheng Zhu, Ruiyi Zhang, Michael-Andrei Panaitescu-Liess, Yuancheng Xu, Furong Huang | Published: 2024-09-01
LLM性能評価
LeCov: Multi-level Testing Criteria for Large Language Models
Authors: Xuan Xie, Jiayang Song, Yuheng Huang, Da Song, Fuyuan Zhang, Felix Juefei-Xu, Lei Ma | Published: 2024-08-20
Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence Functions
Authors: Jinxin Liu, Zao Yang | Published: 2024-08-20 | Updated: 2024-09-05
Large Language Models for Secure Code Assessment: A Multi-Language Empirical Study
Authors: Kohei Dozono, Tiago Espinha Gasiba, Andrea Stocco | Published: 2024-08-12
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution
Authors: Sampath Rajapaksha, Ruby Rani, Erisa Karafili | Published: 2024-08-12
Multimodal Large Language Models for Phishing Webpage Detection and Identification
Authors: Jehyun Lee, Peiyuan Lim, Bryan Hooi, Dinil Mon Divakaran | Published: 2024-08-12
AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset
Authors: Pritam Deka, Sampath Rajapaksha, Ruby Rani, Amirah Almutairi, Erisa Karafili | Published: 2024-08-09
Towards Explainable Network Intrusion Detection using Large Language Models
Authors: Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy, Marius Portmann | Published: 2024-08-08
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