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Education and qualifications (2)

Helmholtz Center for Information Security: Saarbrücken, Saarland, DE

2021-10-18 to 2026-07-01 | Ph.D. Student (Computer Science)
Education
Source: Self-asserted source
Yixin Wu

Sichuan University: Chengdu, Sichuan, CN

2017-09 to 2021-06 | B.S. (College of Cybersecurity)
Education
Source: Self-asserted source
Yixin Wu

Works (10)

Link Stealing Attacks Against Inductive Graph Neural Networks

Proceedings on Privacy Enhancing Technologies
2024 | Journal article
Contributors: Yixin Wu; Xinlei He; Pascal Berrang; Mathias Humbert; Michael Backes; Neil Zhenqiang Gong; Yang Zhang
Source: Self-asserted source
Yixin Wu

Quantifying Privacy Risks of Prompts in Visual Prompt Learning

33rd USENIX Security Symposium
2024 | Conference paper
Contributors: Yixin Wu; Rui Wen; Michael Backes; Pascal Berrang; Mathias Humbert; Yun Shen; Yang Zhang
Source: Self-asserted source
Yixin Wu

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
2024 | Conference paper
Contributors: Yihan Ma; Xinyue Shen; Yixin Wu; Boyang Zhang; Michael Backes; Yang Zhang
Source: Self-asserted source
Yixin Wu

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

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security
2024-12-02 | Conference paper | Author
Contributors: Yixin Wu; Yun Shen; Michael Backes; Yang Zhang
Source: Self-asserted source
Yixin Wu
grade
Preferred source (of 3)‎

Integrating Vision‐Language Models for Accelerated High‐Throughput Nutrition Screening

Advanced Science
2024-07-08 | Journal article
Part of ISSN: 2198-3844
Part of ISSN: 2198-3844
Contributors: Peihua Ma; Yixin Wu; Ning Yu; Xiaoxue Jia; Yiyang He; Yang Zhang; Michael Backes; Qin Wang; Cheng-i Wei
Source: Self-asserted source
Yixin Wu

Membership Inference Attacks Against Text-to-image Generation Models

2022-10 | Preprint
Contributors: Yixin Wu; Ning Yu; Zheng Li; Michael Backes; Yang Zhang
Source: Self-asserted source
Yixin Wu

WAIN: Automatic Web Application Identification and Naming Method

13th Asia-Pacific Symposium on Internetware
2022-06-11 | Conference paper
Contributors: Yuqiang Sun; Dunhan Li; Yixin Wu; Xuelin Wan; Cheng Huang
Source: Self-asserted source
Yixin Wu

Node-Level Membership Inference Attacks Against Graph Neural Networks

2021-02 | Preprint
Contributors: Xinlei He; Rui Wen; Yixin Wu; Michael Backes; Yun Shen; Yang Zhang
Source: Self-asserted source
Yixin Wu

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

Security and Communication Networks
2020-12-04 | Journal article
Part of ISSN: 1939-0122
Part of ISSN: 1939-0114
Contributors: Yixin Wu; Cheng Huang; Xing Zhang; Hongyi Zhou
Source: Self-asserted source
Yixin Wu

Session-Based Webshell Detection Using Machine Learning in Web Logs

Security and Communication Networks
2019-11-22 | Journal article
Part of ISSN: 1939-0114
Part of ISSN: 1939-0122
Source: Self-asserted source
Yixin Wu