Perceptual Hashing of Video Content Based on Differential Block Similarity. - Xuebing Zhou; Martin Schmucker; Christopher L. Brown (CIS (2), 2005)

Histogram-Based Perceptual Hashing for Minimally Changing Video Sequences. - Kevin Hamon; Martin Schmucker; Xuebing Zhou (AXMEDIS, 2006)

Video Perceptual Hashing Using Interframe Similarity. - Xuebing Zhou; Martin Schmucker; Christopher L. Brown (Sicherheit, 2006)

Privacy enhancing technology for a 3D-face recognition system. - Xuebing Zhou; Tom A. M. Kevenaar; Emile Kelkboom; Christoph Busch 001; Michiel van der Veen; Alexander Nouak (BIOSIG, 2007)

A 3D Face Recognition Algorithm Using Histogram-based Features. - Xuebing Zhou; Helmut Seibert; Christoph Busch 001; Wolfgang Funk (3DOR@Eurographics, 2008)

A Novel Privacy Enhancing Algorithm for Biometric System. - Xuebing Zhou; Christoph Busch 001 (BIOSIG, 2008)

Fuzzy Vault for 3D Face Recognition Systems. - Thomas Frassen; Xuebing Zhou; Christoph Busch 001 (IIH-MSP, 2008)

Privacy for biometric identification information. - Tom A. M. Kevenaar; Michiel van der Veen; Xuebing Zhou; Christoph Busch 001 (Datenschutz und Datensicherheit, 2008)

Multi-Sample Fusion with Template Protection. - Emile Kelkboom; Jeroen Breebaart; Raymond N. J. Veldhuis; Xuebing Zhou; Christoph Busch 001 (BIOSIG, 2009)

A Security Analysis of Biometric Template Protection Schemes. - Xuebing Zhou; Stephen D. Wolthusen; Christoph Busch 001; Arjan Kuijper (ICIAR, 2009)

Template Protection via Piecewise Hashing. - Claudia Nickel; Christoph Busch 001; Xuebing Zhou (IIH-MSP, 2009)

Feature Correlation Attack on Biometric Privacy Protection Schemes. - Xuebing Zhou; Stephen D. Wolthusen; Christoph Busch 001; Arjan Kuijper (IIH-MSP, 2009)

A novel image hash algorithm resistant to print-scan. - Di Wu; Xuebing Zhou; Xiamu Niu (Signal Process., 2009)

A Reference Framework for the Privacy Assessment of Keyless Biometric Template Protection Systems. - Tom A. M. Kevenaar; Ulrike Korte; Johannes Merkle; Matthias Niesing; Heinrich Ihmor; Christoph Busch 001; Xuebing Zhou (BIOSIG, 2010)

Template Protection for Biometric Gait Data. - Claudia Nickel; Xuebing Zhou; Christoph Busch 001 (BIOSIG, 2010)

3D Face Recognition with Local Binary Patterns. - Xuebing Zhou; Silvia Araujo Sánchez; Arjan Kuijper (IIH-MSP, 2010)

On the security of biohashing. - Xuebing Zhou; Ton Kalker (Media Forensics and Security, 2010)

Biometrische Template-Protection-Verfahren und Interoperabilitätsstrategien. - Christoph Busch 001; Sebastian Abt; Claudia Nickel; Ulrike Korte; Xuebing Zhou (Sicherheit, 2010)

Quantifying privacy and security of biometric fuzzy commitment. - Xuebing Zhou; Arjan Kuijper; Raymond N. J. Veldhuis; Christoph Busch 001 (IJCB, 2011)

Biometric Template Protection - Ein Bericht über das Projekt BioKeyS. - Christoph Busch 001; Ulrike Korte; Sebastian Abt; Christian Böhm 001; Ines Färber; Sergej Fries; Johannes Merkle; Claudia Nickel; Alexander Nouak; Alexander Opel; Annahita Oswald; Thomas Seidl 001; et al. (Datenschutz und Datensicherheit, 2011)

Criteria towards metrics for benchmarking template protection algorithms. - Koen Simoens; Bian Yang; Xuebing Zhou; Filipe Beato; Christoph Busch 001; Elaine M. Newton; Bart Preneel (ICB, 2012)

Retrieving secrets from iris fuzzy commitment. - Xuebing Zhou; Arjan Kuijper; Christoph Busch 001 (ICB, 2012)

Measuring privacy and security of iris fuzzy commitment. - Xuebing Zhou; Christoph Busch 001 (ICCST, 2012)

Privacy Implications of Identity References in Biometrics Databases. - Bian Yang; Lisa Rajbhandari; Christoph Busch 001; Xuebing Zhou (IIH-MSP, 2012)

A Practical View of Privacy Preserving Biometric Authentication. - Xuebing Zhou (Sicherheit, 2012)

Privacy and Security Assessment of Biometric Template Protection. - Xuebing Zhou (it Inf. Technol., 2012)

Privacy and security assessment of biometric template protection. - Xuebing Zhou (2012)

An Efficient 3D Facial Landmark Detection Algorithm with Haar-like Features and Anthropometric Constraints. - Martin Böckeler; Xuebing Zhou (BIOSIG, 2013)

Content Identification and Quality-Based Ranking. - Claudia Nickel; Xuebing Zhou; Mohan Liu; Patrick Ndjiki-Nya (Towards the Internet of Services, 2014)

DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. - Derui Zhu; Jinfu Chen 002; Weiyi Shang; Xuebing Zhou; Jens Grossklags; Ahmed E. Hassan (ASE, 2021)

Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder. - Xue Jiang; Xuebing Zhou; Jens Grossklags (Proc. Priv. Enhancing Technol., 2022)

Comprehensive Analysis of Privacy Leakage in Vertical Federated Learning During Prediction. - Xue Jiang; Xuebing Zhou; Jens Grossklags (Proc. Priv. Enhancing Technol., 2022)

SignDS-FL: Local Differentially Private Federated Learning with Sign-based Dimension Selection. - Xue Jiang; Xuebing Zhou; Jens Grossklags (ACM Trans. Intell. Syst. Technol., 2022)

Distributed GAN-Based Privacy-Preserving Publication of Vertically-Partitioned Data. - Xue Jiang; Yufei Zhang; Xuebing Zhou; Jens Grossklags (Proc. Priv. Enhancing Technol., 2023)

Federated Hyperparameter Optimization through Reward-Based Strategies: Challenges and Insights. - Krishna Kanth Nakka; Ahmed Frikha 002; Ricardo Mendes; Xue Jiang; Xuebing Zhou (CVPR Workshops, 2024)

Distributed Synthetic Time-Series Data Generation With Local Differentially Private Federated Learning. - Xue Jiang; Xuebing Zhou; Jens Grossklags (IEEE Access, 2024)

PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding. - Krishna Kanth Nakka; Ahmed Frikha 002; Ricardo Mendes; Xue Jiang; Xuebing Zhou (CoRR, 2024)

IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization. - Ahmed Frikha 002; Nassim Walha; Krishna Kanth Nakka; Ricardo Mendes; Xue Jiang; Xuebing Zhou (CoRR, 2024)

ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets. - Ahmed Frikha 002; Nassim Walha; Ricardo Mendes; Krishna Kanth Nakka; Xue Jiang; Xuebing Zhou (CoRR, 2024)

PII-Scope: A Benchmark for Training Data PII Leakage Assessment in LLMs. - Krishna Kanth Nakka; Ahmed Frikha 002; Ricardo Mendes; Xue Jiang; Xuebing Zhou (CoRR, 2024)

Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. - Derui Zhu; Jinfu Chen 002; Xuebing Zhou; Weiyi Shang; Ahmed E. Hassan; Jens Grossklags (IEEE Trans. Inf. Forensics Secur., 2024)

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. - Haoran Li 003; Wei Fan 001; Yulin Chen; Cheng Jiayang; Tianshu Chu; Xuebing Zhou; Peizhao Hu; Yangqiu Song (NAACL (Long Papers), 2025)

PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders. - Ahmed Frikha 002; Muhammad Reza Ar Razi; Krishna Kanth Nakka; Ricardo Mendes; Xue Jiang; Xuebing Zhou (CoRR, 2025)

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage. - Krishna Kanth Nakka; Xue Jiang; Xuebing Zhou (CoRR, 2025)