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Forschungsgruppe

Xiao Zhang

My research covers topics such as adversarial machine learning, statistical machine learning and optimization. I am particularly intersted in understanding the misbehavior of machine learning models against different adversaries and designing robust systems for various machine learning applications.

Gruppenleiter:in

Xiao Zhang

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Adresse

Im Oberen Werk 1
66386 St. Ingbert (Germany)

Neueste Veröffentlichungen

Jahr 2026

Konferenz / Medium

Annual Meeting of the Association for Computational Linguistics (ACL)

Konferenz / Medium

IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)
Efficient Semi-Supervised Adversarial Training via Latent Clustering-Based Data Reduction

Jahr 2025

Konferenz / Medium

Conference on Neural Information Processing Systems (NeurIPS)
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs

Konferenz / Medium

IEEE International Conference on Computer Vision (ICCV)
IAP: Invisible Adversarial Patch Attack through Perceptibility-Aware Localization and Perturbation Optimization

Konferenz / Medium

ACM Conference on Computer and Communications Security (CCS)
DivTrackee versus DynTracker: Promoting Diversity in Anti-Facial Recognition against Dynamic FR Strategy