Zheng Li

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Yang ZhangFaculty at CISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Michael BackesChairman and Founding Director of the CISPA Helmholtz Center for Information SecurityVerified email at cispa.saarland
Shanqing GuoVerified email at sdu.edu.cn
Ning YuSalesforce ResearchVerified email at salesforce.com
Xinlei HeCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yiyong LiuCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Cory CorneliusIntel LabsVerified email at intel.com
Wu YixinCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yun ShenNetAppVerified email at netapp.com
Zeyang ShaCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Xinyue ShenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Mathias HumbertUniversity of LausanneVerified email at unil.ch
Pascal BerrangUniversity of Birmingham, UKVerified email at cs.uni-saarland.de
Ziqing YangCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yugeng LiuPh.D. Candidate, CISPA Helmholtz Center for Information SecurityVerified email at cispa.de

Zheng Li

CISPA Helmholtz Center for Information Security.

Verified email at cispa.de - Homepage

Machine learning security and privacy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Membership Leakage in Label-Only Exposures Z Li, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021	139*	2021
How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN Z Li, C Hu, Y Zhang, S Guo Annual Computer Security Applications Conference (ACSAC), 2019	100	2019
Auditing Membership Leakages of Multi-Exit Networks Z Li, Y Liu, X He, N Yu, M Backes, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2022	11	2022
Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models X He, Z Li, W Xu, C Cornelius, Y Zhang arXiv preprint arXiv:2208.10445, 2022	10	2022
Membership Inference Attacks Against Text-to-image Generation Models Y Wu, N Yu, Z Li, M Backes, Y Zhang arXiv preprint arXiv:2210.00968, 2022	8	2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models Z Sha, Z Li, N Yu, Y Zhang arXiv preprint arXiv:2210.06998, 2022	6	2022
UnGANable: Defending Against GAN-based Face Manipulation Z Li, N Yu, A Salem, M Backes, M Fritz, Y Zhang USENIX Security Symposium, 2023	2	2023
Backdoor Attacks in the Supply Chain of Masked Image Modeling X Shen, X He, Z Li, Y Shen, M Backes, Y Zhang arXiv preprint arXiv:2210.01632, 2022	2	2022
Backdoor Attacks Against Dataset Distillation Y Liu, Z Li, M Backes, Y Shen, Y Zhang arXiv preprint arXiv:2301.01197, 2023	1	2023
Data Poisoning Attacks Against Multimodal Encoders Z Yang, X He, Z Li, M Backes, M Humbert, P Berrang, Y Zhang arXiv preprint arXiv:2209.15266, 2022	1	2022
DeepKeyStego: Protecting Communication by Key-dependent Steganography with Deep Networks Z Li, G Han, S Guo, C Hu IEEE International Conference on High Performance Computing and …, 2019	1	2019

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