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© Stephanie Bremerich
Research Group

Backes

My group is working on various aspects of information security, with a current main focus on the intersection of information security with AI / Machine Learning. Further topics of interest include: trustworthy information processing of medical information; design, analysis and verification for security-critical systems and services; and universal solutions in system and software security.

Head of Group

Michael Backes

Email

Address

Stuhlsatzenhaus 5
66123 Saarbrücken (Germany)

Members

Sanam Ghorbani Lyastani
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Rui Ye
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Yang Zou
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Yihan Ma

Xinyue Shen

Rui Wen

Yiting Qu
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Wai Man Si
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Yuan Xin

Junjie Chu

Hai Huang

Yugeng Liu
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Yiyong Liu

Minxing Zhang
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Yixin Wu
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Ziqing Yang
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Wenhao Wang

Vincent Hanke

Mingjie Li
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Hamed Rasifard

Most Recent Publications

Year 2025

2025-02-11

Captured by Captions: On Memorization and its Mitigation in CLIP Models

Conference / Medium

International Conference on Learning Representations (ICLR)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2025-01-22

Do You Even Lift? Strengthening Compiler Security Guarantees Against Spectre Attacks

Conference / Medium

52nd ACM SIGPLAN Symposium on Principles of Programming Languages (POPL 2025)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page

Year 2024

2024-12-09

MGTBench: Benchmarking Machine-Generated Text Detection

Conference / Medium

ACM Conference on Computer and Communications Security (CCS)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2024-11-12

ModScan: Measuring Stereotypical Bias in Large Vision-Language Models from Vision and Language Modalities

Conference / Medium

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Tags
Trustworthy Information Processing
Authors
Visit Detail Page
2024-11-12

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

Conference / Medium

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Tags
Trustworthy Information Processing
Authors
Visit Detail Page