Xuebing Zhou

48 papers A* 1B 1Journal 18Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
A LINDDUN-based Privacy Threat Modeling Framework for GenAI.
CoRR
Qianying Liao, Jonah Bellemans, Laurens Sion, Xue Jiang, Dmitrii Usynin, Xuebing Zhou, Dimitri Van Landuyt, Lieven Desmet, Wouter Joosen
2025 — conf
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization.
IJCNLP-AACL (long papers)
Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2025 J jnl
PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage.
CoRR
Krishna Kanth Nakka, Xue Jiang, Xuebing Zhou
2025 — conf
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs.
IJCNLP-AACL (long papers)
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2025 — conf
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
NAACL (Long Papers)
Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2025 J jnl
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders.
CoRR
Ahmed Frikha, Muhammad Reza Ar Razi, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2024 J jnl
Distributed Synthetic Time-Series Data Generation With Local Differentially Private Federated Learning.
IEEE Access
Xue Jiang, Xuebing Zhou, Jens Grossklags
2024 — conf
Federated Hyperparameter Optimization through Reward-Based Strategies: Challenges and Insights.
CVPR Workshops
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2024 J jnl
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization.
CoRR
Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2024 J jnl
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets.
CoRR
Ahmed Frikha, Nassim Walha, Ricardo Mendes, Krishna Kanth Nakka, Xue Jiang, Xuebing Zhou
2024 J jnl
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding.
CoRR
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2024 J jnl
PII-Scope: A Benchmark for Training Data PII Leakage Assessment in LLMs.
CoRR
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou
2024 J jnl
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory.
CoRR
Haoran Li, Wei Fan, Yulin Chen, Jiayang Cheng, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song
2024 J jnl
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures.
IEEE Trans. Inf. Forensics Secur.
Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags
2023 J jnl
Distributed GAN-Based Privacy-Preserving Publication of Vertically-Partitioned Data.
Proc. Priv. Enhancing Technol.
Xue Jiang, Yufei Zhang, Xuebing Zhou, Jens Grossklags
2022 J jnl
Comprehensive Analysis of Privacy Leakage in Vertical Federated Learning During Prediction.
Proc. Priv. Enhancing Technol.
Xue Jiang, Xuebing Zhou, Jens Grossklags
2022 J jnl
Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder.
Proc. Priv. Enhancing Technol.
Xue Jiang, Xuebing Zhou, Jens Grossklags
2022 J jnl
SignDS-FL: Local Differentially Private Federated Learning with Sign-based Dimension Selection.
ACM Trans. Intell. Syst. Technol.
Xue Jiang, Xuebing Zhou, Jens Grossklags
2021 A* conf
DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models.
ASE
Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan
2014 — ch.
Content Identification and Quality-Based Ranking.
Towards the Internet of Services
Claudia Nickel, Xuebing Zhou, Mohan Liu, Patrick Ndjiki-Nya
2013 — conf
An Efficient 3D Facial Landmark Detection Algorithm with Haar-like Features and Anthropometric Constraints.
BIOSIG
Martin Böckeler, Xuebing Zhou
2012 — conf
A Practical View of Privacy Preserving Biometric Authentication.
Sicherheit
Xuebing Zhou
2012 — conf
Criteria towards metrics for benchmarking template protection algorithms.
ICB
Koen Simoens, Bian Yang, Xuebing Zhou, Filipe Beato, Christoph Busch, Elaine M. Newton, Bart Preneel
2012 — conf
Measuring privacy and security of iris fuzzy commitment.
ICCST
Xuebing Zhou, Christoph Busch
2012 — conf
Privacy Implications of Identity References in Biometrics Databases.
IIH-MSP
Bian Yang, Lisa Rajbhandari, Christoph Busch, Xuebing Zhou
2012 J jnl
Privacy and Security Assessment of Biometric Template Protection.
it Inf. Technol.
Xuebing Zhou
2012 — —
Privacy and security assessment of biometric template protection.
Xuebing Zhou
2012 — conf
Retrieving secrets from iris fuzzy commitment.
ICB
Xuebing Zhou, Arjan Kuijper, Christoph Busch
2011 J jnl
Biometric Template Protection - Ein Bericht über das Projekt BioKeyS.
Datenschutz und Datensicherheit
Christoph Busch, Ulrike Korte, Sebastian Abt, Christian Böhm, Ines Färber, Sergej Fries, Johannes Merkle, Claudia Nickel, Alexander Nouak, Alexander Opel, Annahita Oswald, Thomas Seidl, Bianca Wackersreuther, Peter Wackersreuther, Xuebing Zhou
2011 B conf
Quantifying privacy and security of biometric fuzzy commitment.
IJCB
Xuebing Zhou, Arjan Kuijper, Raymond N. J. Veldhuis, Christoph Busch
2010 — conf
3D Face Recognition with Local Binary Patterns.
IIH-MSP
Xuebing Zhou, Silvia Araujo Sánchez, Arjan Kuijper
2010 — conf
A Reference Framework for the Privacy Assessment of Keyless Biometric Template Protection Systems.
BIOSIG
Tom A. M. Kevenaar, Ulrike Korte, Johannes Merkle, Matthias Niesing, Heinrich Ihmor, Christoph Busch, Xuebing Zhou
2010 — conf
Biometrische Template-Protection-Verfahren und Interoperabilitätsstrategien.
Sicherheit
Christoph Busch, Sebastian Abt, Claudia Nickel, Ulrike Korte, Xuebing Zhou
2010 — conf
On the security of biohashing.
Media Forensics and Security
Xuebing Zhou, Ton Kalker
2010 — conf
Template Protection for Biometric Gait Data.
BIOSIG
Claudia Nickel, Xuebing Zhou, Christoph Busch
2009 — conf
A Security Analysis of Biometric Template Protection Schemes.
ICIAR
Xuebing Zhou, Stephen D. Wolthusen, Christoph Busch, Arjan Kuijper
2009 J jnl
A novel image hash algorithm resistant to print-scan.
Signal Process.
Di Wu, Xuebing Zhou, Xiamu Niu
2009 — conf
Feature Correlation Attack on Biometric Privacy Protection Schemes.
IIH-MSP
Xuebing Zhou, Stephen D. Wolthusen, Christoph Busch, Arjan Kuijper
2009 — conf
Multi-Sample Fusion with Template Protection.
BIOSIG
Emile Kelkboom, Jeroen Breebaart, Raymond N. J. Veldhuis, Xuebing Zhou, Christoph Busch
2009 — conf
Template Protection via Piecewise Hashing.
IIH-MSP
Claudia Nickel, Christoph Busch, Xuebing Zhou
2008 — conf
A 3D Face Recognition Algorithm Using Histogram-based Features.
3DOR@Eurographics
Xuebing Zhou, Helmut Seibert, Christoph Busch, Wolfgang Funk
2008 — conf
A Novel Privacy Enhancing Algorithm for Biometric System.
BIOSIG
Xuebing Zhou, Christoph Busch
2008 — conf
Fuzzy Vault for 3D Face Recognition Systems.
IIH-MSP
Thomas Frassen, Xuebing Zhou, Christoph Busch
2008 J jnl
Privacy for biometric identification information.
Datenschutz und Datensicherheit
Tom A. M. Kevenaar, Michiel van der Veen, Xuebing Zhou, Christoph Busch
2007 — conf
Privacy enhancing technology for a 3D-face recognition system.
BIOSIG
Xuebing Zhou, Tom A. M. Kevenaar, Emile Kelkboom, Christoph Busch, Michiel van der Veen, Alexander Nouak
2006 — conf
Histogram-Based Perceptual Hashing for Minimally Changing Video Sequences.
AXMEDIS
Kevin Hamon, Martin Schmucker, Xuebing Zhou
2006 — conf
Video Perceptual Hashing Using Interframe Similarity.
Sicherheit
Xuebing Zhou, Martin Schmucker, Christopher L. Brown
2005 — conf
Perceptual Hashing of Video Content Based on Differential Block Similarity.
CIS (2)
Xuebing Zhou, Martin Schmucker, Christopher L. Brown