Yixin Wu

According to our database, Yixin Wu authored at least 21 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Challenge of Identifying the Origin of Black-Box Large Language Models.

Ziqing Yang, Yixin Wu, Yun Shen, Wei Dai, Michael Backes, Yang Zhang

CoRR, March, 2025

Peering Behind the Shield: Guardrail Identification in Large Language Models.

Ziqing Yang, Yixin Wu, Rui Wen, Michael Backes, Yang Zhang

CoRR, February, 2025

Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications.

Yixin Wu, Ziqing Yang, Yun Shen, Michael Backes, Yang Zhang

CoRR, February, 2025

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns.

Xinyue Shen, Yixin Wu, Yiting Qu, Michael Backes, Savvas Zannettou, Yang Zhang

CoRR, January, 2025

On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts.

Yixin Wu, Ning Yu, Michael Backes, Yun Shen, Yang Zhang

Dataset, January, 2025

On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts.

Yixin Wu, Ning Yu, Michael Backes, Yun Shen, Yang Zhang

Dataset, January, 2025

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns.

Xinyue Shen, Yixin Wu, Yiting Qu, Michael Backes, Savvas Zannettou, Yang Zhang

Dataset, January, 2025

HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns.

Xinyue Shen, Yixin Wu, Yiting Qu, Michael Backes, Savvas Zannettou, Yang Zhang

Dataset, January, 2025

2024

Link Stealing Attacks Against Inductive Graph Neural Networks.

Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang

Proc. Priv. Enhancing Technol., 2024

Voice Jailbreak Attacks Against GPT-4o.

Xinyue Shen, Yixin Wu, Michael Backes, Yang Zhang

CoRR, 2024

UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images.

Yiting Qu, Xinyue Shen, Yixin Wu, Michael Backes, Savvas Zannettou, Yang Zhang

CoRR, 2024

Quantifying Privacy Risks of Prompts in Visual Prompt Learning.

Yixin Wu, Rui Wen, Michael Backes, Pascal Berrang, Mathias Humbert, Yun Shen, Yang Zhang

Proceedings of the 33rd USENIX Security Symposium, 2024

The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective.

Yihan Ma, Xinyue Shen, Yixin Wu, Boyang Zhang, Michael Backes, Yang Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution.

Yixin Wu, Yun Shen, Michael Backes, Yang Zhang

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts.

Yixin Wu, Ning Yu, Michael Backes, Yun Shen, Yang Zhang

CoRR, 2023

Vision-language models boost food composition compilation.

Peihua Ma, Yixin Wu, Ning Yu, Yang Zhang, Michael Backes, Qin Wang, Cheng-I Wei

CoRR, 2023

2022

Membership Inference Attacks Against Text-to-image Generation Models.

Yixin Wu, Ning Yu, Zheng Li, Michael Backes, Yang Zhang

CoRR, 2022

WAIN: Automatic Web Application Identification and Naming Method.

Yuqiang Sun, Dunhan Li, Yixin Wu, Xuelin Wan, Cheng Huang

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

2021

Node-Level Membership Inference Attacks Against Graph Neural Networks.

Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang

CoRR, 2021

2020

GroupTracer: Automatic Attacker TTP Profile Extraction and Group Cluster in Internet of Things.

Yixin Wu, Cheng Huang, Xing Zhang, Hongyi Zhou

Secur. Commun. Networks, 2020

2019

Session-Based Webshell Detection Using Machine Learning in Web Logs.

Yixin Wu, Yuqiang Sun, Cheng Huang, Peng Jia, Luping Liu

Secur. Commun. Networks, 2019