Yang Zhang

Cited by

	All	Since 2018
Citations	3745	3577
h-index	28	27
i10-index	51	45

1500

750

375

1125

201420152016201720182019202020212022202313 33 36 61 87 171 421 830 1407 649

Public access

View all

42 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Michael BackesChairman and Founding Director of the CISPA Helmholtz Center for Information SecurityVerified email at cispa.saarland
Jun PangUniversity of LuxembourgVerified email at uni.lu
Mathias HumbertUniversity of LausanneVerified email at unil.ch
Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Xinlei HeCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Zheng LiCISPA Helmholtz Center for Information Security.Verified email at cispa.de
Pascal BerrangUniversity of Birmingham, UKVerified email at cs.uni-saarland.de
Savvas ZannettouAssistant Professor at Delft University of TechnologyVerified email at tudelft.nl
Jeremy BlackburnAssociate Professor, Computer Science, Binghamton UniversityVerified email at binghamton.edu
Yun ShenNetAppVerified email at netapp.com
Gianluca StringhiniAssociate Professor at Boston UniversityVerified email at bu.edu
Tianhao WangUniversity of VirginiaVerified email at virginia.edu
Rui WenCISPA Helmholtz Center for Information SecurityVerified email at cispa.saarland
Neil Zhenqiang GongAssistant Professor, Duke UniversityVerified email at duke.edu
Ahmed SalemMicrosoftVerified email at microsoft.com
Xinyue ShenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yugeng LiuPh.D. Candidate, CISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Zeyang ShaCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yixin WuCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Yufei ChenPh.D. Candidate, Xi'an Jiaotong University & City University of Hong KongVerified email at my.cityu.edu.hk

Yang Zhang

Faculty at CISPA Helmholtz Center for Information Security

Verified email at cispa.de - Homepage

Trustworthy Machine Learning Privacy Security Memes


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models A Salem, Y Zhang, M Humbert, P Berrang, M Fritz, M Backes Annual Network and Distributed System Security Symposium (NDSS), 2019	620	2019
"Go eat a bat, Chang!": On the Emergence of Sinophobic Behavior on Web Communities in the Face of COVID-19 F Tahmasbi, L Schild, C Ling, J Blackburn, G Stringhini, Y Zhang, ... The Web Conference (WWW), 2021	285*	2021
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples J Jinyuan, A Salem, M Backes, Y Zhang, NZ Gong ACM SIGSAC Conference on Computer and Communications Security (CCS), 259-274, 2019	244	2019
GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs D Chen, N Yu, Y Zhang, M Fritz ACM SIGSAC Conference on Computer and Communications Security (CCS), 343-362, 2020	209*	2020
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements X Chen, A Salem, M Backes, S Ma, Y Zhang Annual Computer Security Applications Conference (ACSAC), 2021	172	2021
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning A Salem, A Bhattacharya, M Backes, M Fritz, Y Zhang USENIX Security Symposium, 1291-1308, 2020	161	2020
Dynamic Backdoor Attacks Against Machine Learning Models A Salem, R Wen, M Backes, S Ma, Y Zhang IEEE European Symposium on Security and Privacy (EuroS&P), 2020	161	2020
Membership Leakage in Label-Only Exposures Z Li, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021	150*	2021
Fairwalk: Towards Fair Graph Embedding T Rahman, B Surma, M Backes, Y Zhang International Joint Conference on Artificial Intelligence (IJCAI), 3289-3295, 2019	125	2019
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), 126-137, 2019	117	2019
walk2friends: Inferring Social Links from Mobility Profiles M Backes, M Humbert, J Pang, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 1943-1957, 2017	103	2017
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service L Hanzlik, Y Zhang, K Grosse, A Salem, M Augustin, M Backes, M Fritz arXiv preprint arXiv:1808.00590, 2018	91	2018
When Machine Unlearning Jeopardizes Privacy M Chen, Z Zhang, T Wang, M Backes, M Humbert, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021	88	2021
A New Access Control Scheme for Facebook-style Social Networks J Pang, Y Zhang Computers & Security 54, 44-59, 2015	87	2015
Stealing Links from Graph Neural Networks X He, J Jia, M Backes, NZ Gong, Y Zhang USENIX Security Symposium, 2021	78	2021
Privsyn: Differentially Private Data Synthesis Z Zhang, T Wang, N Li, J Honorio, M Backes, S He, J Chen, Y Zhang USENIX Security Symposium, 2021	57	2021
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models Y Liu, R Wen, X He, A Salem, Z Zhang, M Backes, E De Cristofaro, M Fritz, ... USENIX Security Symposium, 2022	47	2022
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data. I Hagestedt, Y Zhang, M Humbert, P Berrang, H Tang, XF Wang, ... Annual Network and Distributed System Security Symposium (NDSS), 2019	46	2019
Node-level membership inference attacks against graph neural networks X He, R Wen, Y Wu, M Backes, Y Shen, Y Zhang arXiv preprint arXiv:2102.05429, 2021	44	2021
Distance and Friendship: A Distance-based Model for Link Prediction in Social Networks Y Zhang, J Pang Asia-Pacific Web Conference (Apweb), 55-66, 2015	44	2015

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors