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2020 – today
- 2024
[j10]Xue Jiang
, Xuebing Zhou, Jens Grossklags:
Distributed Synthetic Time-Series Data Generation With Local Differentially Private Federated Learning. IEEE Access 12: 157067-157082 (2024)- [j9]Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags:
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. IEEE Trans. Inf. Forensics Secur. 19: 3674-3689 (2024) - [c25]Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
Federated Hyperparameter Optimization through Reward-Based Strategies: Challenges and Insights. CVPR Workshops 2024: 4236-4244 - [i5]Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding. CoRR abs/2407.02943 (2024) - [i4]Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization. CoRR abs/2407.02956 (2024) - [i3]Ahmed Frikha, Nassim Walha, Ricardo Mendes, Krishna Kanth Nakka, Xue Jiang, Xuebing Zhou:
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets. CoRR abs/2407.02960 (2024) - [i2]Haoran Li, Wei Fan, Yulin Chen, Jiayang Cheng, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song:
Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. CoRR abs/2408.10053 (2024) - [i1]Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
PII-Scope: A Benchmark for Training Data PII Leakage Assessment in LLMs. CoRR abs/2410.06704 (2024) - 2023
- [j8]Xue Jiang, Yufei Zhang, Xuebing Zhou, Jens Grossklags:
Distributed GAN-Based Privacy-Preserving Publication of Vertically-Partitioned Data. Proc. Priv. Enhancing Technol. 2023(2): 236-250 (2023) - 2022
- [j7]Xue Jiang, Xuebing Zhou, Jens Grossklags:
Privacy-Preserving High-dimensional Data Collection with Federated Generative Autoencoder. Proc. Priv. Enhancing Technol. 2022(1): 481-500 (2022) - [j6]Xue Jiang, Xuebing Zhou, Jens Grossklags:
Comprehensive Analysis of Privacy Leakage in Vertical Federated Learning During Prediction. Proc. Priv. Enhancing Technol. 2022(2): 263-281 (2022) - [j5]Xue Jiang, Xuebing Zhou, Jens Grossklags:
SignDS-FL: Local Differentially Private Federated Learning with Sign-based Dimension Selection. ACM Trans. Intell. Syst. Technol. 13(5): 74:1-74:22 (2022) - 2021
- [c24]Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan:
DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. ASE 2021: 1003-1015
2010 – 2019
- 2014
- [p1]Claudia Nickel, Xuebing Zhou, Mohan Liu, Patrick Ndjiki-Nya:
Content Identification and Quality-Based Ranking. Towards the Internet of Services 2014: 101-110 - 2013
- [c23]Martin Böckeler, Xuebing Zhou:
An Efficient 3D Facial Landmark Detection Algorithm with Haar-like Features and Anthropometric Constraints. BIOSIG 2013: 345 - 2012
- [b1]Xuebing Zhou:
Privacy and security assessment of biometric template protection. Darmstadt University of Technology, Germany, 2012, pp. 1-126 - [j4]Xuebing Zhou:
Privacy and Security Assessment of Biometric Template Protection. it Inf. Technol. 54(4): 197- (2012) - [c22]Xuebing Zhou, Arjan Kuijper, Christoph Busch:
Retrieving secrets from iris fuzzy commitment. ICB 2012: 238-244 - [c21]Koen Simoens, Bian Yang, Xuebing Zhou, Filipe Beato, Christoph Busch, Elaine M. Newton, Bart Preneel:
Criteria towards metrics for benchmarking template protection algorithms. ICB 2012: 498-505 - [c20]Xuebing Zhou, Christoph Busch:
Measuring privacy and security of iris fuzzy commitment. ICCST 2012: 168-173 - [c19]Bian Yang, Lisa Rajbhandari, Christoph Busch, Xuebing Zhou:
Privacy Implications of Identity References in Biometrics Databases. IIH-MSP 2012: 25-30 - [c18]Xuebing Zhou:
A Practical View of Privacy Preserving Biometric Authentication. Sicherheit 2012: 6 - 2011
- [j3]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:
Biometric Template Protection - Ein Bericht über das Projekt BioKeyS. Datenschutz und Datensicherheit 35(3): 183-191 (2011) - [c17]Xuebing Zhou, Arjan Kuijper, Raymond N. J. Veldhuis, Christoph Busch:
Quantifying privacy and security of biometric fuzzy commitment. IJCB 2011: 1-8 - 2010
- [c16]Tom A. M. Kevenaar, Ulrike Korte, Johannes Merkle, Matthias Niesing, Heinrich Ihmor, Christoph Busch, Xuebing Zhou:
A Reference Framework for the Privacy Assessment of Keyless Biometric Template Protection Systems. BIOSIG 2010: 45-56 - [c15]Claudia Nickel, Xuebing Zhou, Christoph Busch:
Template Protection for Biometric Gait Data. BIOSIG 2010: 73-81 - [c14]Xuebing Zhou, Silvia Araujo Sánchez, Arjan Kuijper:
3D Face Recognition with Local Binary Patterns. IIH-MSP 2010: 329-332 - [c13]Xuebing Zhou, Ton Kalker:
On the security of biohashing. Media Forensics and Security 2010: 75410Q - [c12]Christoph Busch, Sebastian Abt, Claudia Nickel, Ulrike Korte, Xuebing Zhou:
Biometrische Template-Protection-Verfahren und Interoperabilitätsstrategien. Sicherheit 2010: 1-12
2000 – 2009
- 2009
- [j2]Di Wu, Xuebing Zhou, Xiamu Niu:
A novel image hash algorithm resistant to print-scan. Signal Process. 89(12): 2415-2424 (2009) - [c11]Emile Kelkboom, Jeroen Breebaart, Raymond N. J. Veldhuis, Xuebing Zhou, Christoph Busch:
Multi-Sample Fusion with Template Protection. BIOSIG 2009: 55-67 - [c10]Xuebing Zhou, Stephen D. Wolthusen, Christoph Busch, Arjan Kuijper:
A Security Analysis of Biometric Template Protection Schemes. ICIAR 2009: 429-438 - [c9]Claudia Nickel, Christoph Busch, Xuebing Zhou:
Template Protection via Piecewise Hashing. IIH-MSP 2009: 1056-1060 - [c8]Xuebing Zhou, Stephen D. Wolthusen, Christoph Busch, Arjan Kuijper:
Feature Correlation Attack on Biometric Privacy Protection Schemes. IIH-MSP 2009: 1061-1065 - 2008
- [j1]Tom A. M. Kevenaar, Michiel van der Veen, Xuebing Zhou, Christoph Busch:
Privacy for biometric identification information. Datenschutz und Datensicherheit 32(6): 393-395 (2008) - [c7]Xuebing Zhou, Helmut Seibert, Christoph Busch, Wolfgang Funk:
A 3D Face Recognition Algorithm Using Histogram-based Features. 3DOR@Eurographics 2008: 65-71 - [c6]Xuebing Zhou, Christoph Busch:
A Novel Privacy Enhancing Algorithm for Biometric System. BIOSIG 2008: 39-46 - [c5]Thomas Frassen, Xuebing Zhou, Christoph Busch:
Fuzzy Vault for 3D Face Recognition Systems. IIH-MSP 2008: 1069-1074 - 2007
- [c4]Xuebing Zhou, Tom A. M. Kevenaar, Emile Kelkboom, Christoph Busch, Michiel van der Veen, Alexander Nouak:
Privacy enhancing technology for a 3D-face recognition system. BIOSIG 2007: 3-14 - 2006
- [c3]Kevin Hamon, Martin Schmucker, Xuebing Zhou:
Histogram-Based Perceptual Hashing for Minimally Changing Video Sequences. AXMEDIS 2006: 236-241 - [c2]Xuebing Zhou, Martin Schmucker, Christopher L. Brown:
Video Perceptual Hashing Using Interframe Similarity. Sicherheit 2006: 107-110 - 2005
- [c1]Xuebing Zhou, Martin Schmucker, Christopher L. Brown:
Perceptual Hashing of Video Content Based on Differential Block Similarity. CIS (2) 2005: 80-85
Coauthor Index
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