Search Results for author: Anyu Wang

Found 5 papers, 5 papers with code

Hard-Label Cryptanalytic Extraction of Neural Network Models

1 code implementation18 Sep 2024 Yi Chen, Xiaoyang Dong, Jian Guo, Yantian Shen, Anyu Wang, XiaoYun Wang

However, this goal is not achieved when neural networks operate under a hard-label setting where the raw output is inaccessible.

Benchmarking

JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models

1 code implementation13 Jun 2024 Delong Ran, JinYuan Liu, Yichen Gong, Jingyi Zheng, Xinlei He, Tianshuo Cong, Anyu Wang

Jailbreak attacks aim to induce Large Language Models (LLMs) to generate harmful responses for forbidden instructions, presenting severe misuse threats to LLMs.

Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging

1 code implementation8 Apr 2024 Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, JinYuan Liu, Yichen Gong, Qi Li, Anyu Wang, XiaoYun Wang

Model merging is a promising lightweight model empowerment technique that does not rely on expensive computing devices (e. g., GPUs) or require the collection of specific training data.

Language Modelling Large Language Model +2

FigStep: Jailbreaking Large Vision-language Models via Typographic Visual Prompts

1 code implementation9 Nov 2023 Yichen Gong, Delong Ran, JinYuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, XiaoYun Wang

Ensuring the safety of artificial intelligence-generated content (AIGC) is a longstanding topic in the artificial intelligence (AI) community, and the safety concerns associated with Large Language Models (LLMs) have been widely investigated.

Optical Character Recognition (OCR) Safety Alignment

Bounds and Constructions for Linear Locally Repairable Codes over Binary Fields

1 code implementation21 Jan 2017 Anyu Wang, Zhifang Zhang, Dongdai Lin

For binary $[n, k, d]$ linear locally repairable codes (LRCs), two new upper bounds on $k$ are derived.

Information Theory Information Theory

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