Search Results for author: Junda Zhu

Found 2 papers, 0 papers with code

ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator

no code implementations28 May 2024 Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha

Large language model (LLM) has proven to benefit a lot from retrieval augmentation in alleviating hallucinations confronted with knowledge-intensive questions.

Language Modelling Large Language Model +1

A Survey of Neural Network Robustness Assessment in Image Recognition

no code implementations12 Apr 2024 Jie Wang, Jun Ai, Minyan Lu, Haoran Su, Dan Yu, Yutao Zhang, Junda Zhu, Jingyu Liu

We investigate the perturbation metrics and range representations used to measure the degree of perturbations on images, as well as the robustness metrics specifically for the robustness conditions of classification models.

Adversarial Robustness Image Classification

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