Search Results for author: Juluan Shi

Found 2 papers, 0 papers with code

The Earth is Flat? Unveiling Factual Errors in Large Language Models

no code implementations1 Jan 2024 Wenxuan Wang, Juluan Shi, Zhaopeng Tu, Youliang Yuan, Jen-tse Huang, Wenxiang Jiao, Michael R. Lyu

Current methods for evaluating LLMs' veracity are limited by test data leakage or the need for extensive human labor, hindering efficient and accurate error detection.

In-Context Learning Multiple-choice

LFAA: Crafting Transferable Targeted Adversarial Examples with Low-Frequency Perturbations

no code implementations31 Oct 2023 Kunyu Wang, Juluan Shi, Wenxuan Wang

In this work, we present a novel approach to generate transferable targeted adversarial examples by exploiting the vulnerability of deep neural networks to perturbations on high-frequency components of images.

Adversarial Attack

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