University of California, Berkeley; Microsoft Corporation; Stanford University; University of Illinois at Urbana-Champaign; The Chinese University of Hong Kong
Boxin Wang, Weixin Chen, Hengzhi Pei, Chulin Xie, Mintong Kang, Chenhui Zhang, Chejian Xu, Zidi Xiong, Ritik Dutta, Rylan Schaeffer, Sang Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, Bo Li
trustworthiness evaluation;GPT models;GPT-3.5;GPT-4;toxicity;stereotypes;bias;adversarial robustness;out-of-distribution robustness;privacy;ethics;fairness
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models