Yang Zhang

Google Scholar ORCID: 0000-0003-3612-7348
75 publications in security and cryptology related venues
Year
Venue
Title
2025
journals/popets
White-box Membership Inference Attacks against Diffusion Models.
Yan Pang Tianhao Wang Xuhui Kang Mengdi Huai Yang Zhang
2025
journals/popets
A Comprehensive Study of Privacy Risks in Curriculum Learning.
Joann Qiongna Chen Xinlei He Zheng Li Yang Zhang Zhou Li
2025
conf/sp
On the Effectiveness of Prompt Stealing Attacks on In-the-Wild Prompts.
Yicong Tan Xinyue Shen Yun Shen Michael Backes Yang Zhang
2025
conf/sp
GPTracker: A Large-Scale Measurement of Misused GPTs.
Xinyue Shen Yun Shen Michael Backes Yang Zhang
2025
conf/ndss
Towards Understanding Unsafe Video Generation.
Yan Pang Aiping Xiong Yang Zhang Tianhao Wang
2025
conf/ndss
Understanding Data Importance in Machine Learning Attacks: Does Valuable Data Pose Greater Harm?
Rui Wen Michael Backes Yang Zhang
2025
conf/uss
Data-Free Model-Related Attacks: Unleashing the Potential of Generative AI.
Dayong Ye Tianqing Zhu Shang Wang Bo Liu Leo Yu Zhang Wanlei Zhou Yang Zhang
2025
conf/uss
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark.
Rui Wen Yiyong Liu Michael Backes Yang Zhang
2025
conf/uss
From Meme to Threat: On the Hateful Meme Understanding and Induced Hateful Content Generation in Open-Source Vision Language Models.
Yihan Ma Xinyue Shen Yiting Qu Ning Yu Michael Backes Savvas Zannettou Yang Zhang
2025
conf/uss
On the Proactive Generation of Unsafe Images From Text-To-Image Models Using Benign Prompts.
Yixin Wu Ning Yu Michael Backes Yun Shen Yang Zhang
2025
conf/uss
Bridging the Gap in Vision Language Models in Identifying Unsafe Concepts Across Modalities.
Yiting Qu Michael Backes Yang Zhang
2025
conf/uss
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning.
Dayong Ye Tianqing Zhu Jiayang Li Kun Gao Bo Liu Leo Yu Zhang Wanlei Zhou Yang Zhang
2025
conf/uss
Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications.
Yixin Wu Ziqing Yang Yun Shen Michael Backes Yang Zhang
2025
conf/uss
Enhanced Label-Only Membership Inference Attacks with Fewer Queries.
Hao Li Zheng Li Siyuan Wu Yutong Ye Min Zhang Dengguo Feng Yang Zhang
2025
conf/uss
HateBench: Benchmarking Hate Speech Detectors on LLM-Generated Content and Hate Campaigns.
Xinyue Shen Yixin Wu Yiting Qu Michael Backes Savvas Zannettou Yang Zhang
2024
journals/popets
Link Stealing Attacks Against Inductive Graph Neural Networks.
Yixin Wu Xinlei He Pascal Berrang Mathias Humbert Michael Backes Neil Zhenqiang Gong Yang Zhang
2024
conf/ccs
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models.
Xinyue Shen Zeyuan Chen Michael Backes Yun Shen Yang Zhang
2024
conf/ccs
LAMPS '24: ACM CCS Workshop on Large AI Systems and Models with Privacy and Safety Analysis.
Bo Li Wenyuan Xu Jieshan Chen Yang Zhang Minhui Xue Shuo Wang Guangdong Bai Xingliang Yuan
2024
conf/ccs
MGTBench: Benchmarking Machine-Generated Text Detection.
Xinlei He Xinyue Shen Zeyuan Chen Michael Backes Yang Zhang
2024
conf/ccs
ZeroFake: Zero-Shot Detection of Fake Images Generated and Edited by Text-to-Image Generation Models.
Zeyang Sha Yicong Tan Mingjie Li Michael Backes Yang Zhang
2024
conf/ccs
SeqMIA: Sequential-Metric Based Membership Inference Attack.
Hao Li Zheng Li Siyuan Wu Chengrui Hu Yutong Ye Min Zhang Dengguo Feng Yang Zhang
2024
conf/ccs
BadMerging: Backdoor Attacks Against Model Merging.
Jinghuai Zhang Jianfeng Chi Zheng Li Kunlin Cai Yang Zhang Yuan Tian
2024
conf/ccs
Membership Inference Attacks Against In-Context Learning.
Rui Wen Zheng Li Michael Backes Yang Zhang
2024
conf/ccs
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution.
Yixin Wu Yun Shen Michael Backes Yang Zhang
2024
conf/uss
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models.
Boyang Zhang Zheng Li Ziqing Yang Xinlei He Michael Backes Mario Fritz Yang Zhang
2024
conf/uss
Instruction Backdoor Attacks Against Customized LLMs.
Rui Zhang Hongwei Li Rui Wen Wenbo Jiang Yuan Zhang Michael Backes Yun Shen Yang Zhang
2024
conf/uss
Quantifying Privacy Risks of Prompts in Visual Prompt Learning.
Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang
2024
conf/uss
Prompt Stealing Attacks Against Text-to-Image Generation Models.
Xinyue Shen Yiting Qu Michael Backes Yang Zhang
2024
conf/sp
You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content.
Xinlei He Savvas Zannettou Yun Shen Yang Zhang
2024
conf/sp
Test-Time Poisoning Attacks Against Test-Time Adaptation Models.
Tianshuo Cong Xinlei He Yun Shen Yang Zhang
2024
conf/asiaccs
FAKEPCD: Fake Point Cloud Detection via Source Attribution.
Yiting Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang
2023
conf/ccs
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models.
Yiting Qu Xinyue Shen Xinlei He Michael Backes Savvas Zannettou Yang Zhang
2023
conf/ccs
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models.
Zeyang Sha Zheng Li Ning Yu Yang Zhang
2023
conf/uss
Two-in-One: A Model Hijacking Attack Against Text Generation Models.
Wai Man Si Michael Backes Yang Zhang Ahmed Salem
2023
conf/uss
PrivTrace: Differentially Private Trajectory Synthesis by Adaptive Markov Models.
Haiming Wang Zhikun Zhang Tianhao Wang Shibo He Michael Backes Jiming Chen Yang Zhang
2023
conf/uss
FACE-AUDITOR: Data Auditing in Facial Recognition Systems.
Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang
2023
conf/uss
A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots.
Boyang Zhang Xinlei He Yun Shen Tianhao Wang Yang Zhang
2023
conf/uss
UnGANable: Defending Against GAN-based Face Manipulation.
Zheng Li Ning Yu Ahmed Salem Michael Backes Mario Fritz Yang Zhang
2023
conf/sp
On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning.
Yiting Qu Xinlei He Shannon Pierson Michael Backes Yang Zhang Savvas Zannettou
2023
conf/ndss
Backdoor Attacks Against Dataset Distillation.
Yugeng Liu Zheng Li Michael Backes Yun Shen Yang Zhang
2023
conf/acsac
Differentially Private Resource Allocation.
Joann Qiongna Chen Tianhao Wang Zhikun Zhang Yang Zhang Somesh Jha Zhou Li
2022
conf/ccs
Finding MNEMON: Reviving Memories of Node Embeddings.
Yun Shen Yufei Han Zhikun Zhang Min Chen Ting Yu Michael Backes Yang Zhang Gianluca Stringhini
2022
conf/ccs
Why So Toxic?: Measuring and Triggering Toxic Behavior in Open-Domain Chatbots.
Wai Man Si Michael Backes Jeremy Blackburn Emiliano De Cristofaro Gianluca Stringhini Savvas Zannettou Yang Zhang
2022
conf/ccs
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders.
Tianshuo Cong Xinlei He Yang Zhang
2022
conf/ccs
Graph Unlearning.
Min Chen Zhikun Zhang Tianhao Wang Michael Backes Mathias Humbert Yang Zhang
2022
conf/ccs
Membership Inference Attacks by Exploiting Loss Trajectory.
Yiyong Liu Zhengyu Zhao Michael Backes Yang Zhang
2022
conf/ccs
Auditing Membership Leakages of Multi-Exit Networks.
Zheng Li Yiyong Liu Xinlei He Ning Yu Michael Backes Yang Zhang
2022
conf/ccs
On the Privacy Risks of Cell-Based NAS Architectures.
Hai Huang Zhikun Zhang Yun Shen Michael Backes Qi Li Yang Zhang
2022
conf/uss
Teacher Model Fingerprinting Attacks Against Transfer Learning.
Yufei Chen Chao Shen Cong Wang Yang Zhang
2022
conf/uss
Inference Attacks Against Graph Neural Networks.
Zhikun Zhang Min Chen Michael Backes Yun Shen Yang Zhang
2022
conf/uss
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models.
Yugeng Liu Rui Wen Xinlei He Ahmed Salem Zhikun Zhang Michael Backes Emiliano De Cristofaro Mario Fritz Yang Zhang
2022
conf/sp
Model Stealing Attacks Against Inductive Graph Neural Networks.
Yun Shen Xinlei He Yufei Han Yang Zhang
2022
conf/eurosp
Dynamic Backdoor Attacks Against Machine Learning Models.
Ahmed Salem Rui Wen Michael Backes Shiqing Ma Yang Zhang
2022
conf/ndss
Get a Model! Model Hijacking Attack Against Machine Learning Models.
Ahmed Salem Michael Backes Yang Zhang
2022
conf/ndss
Property Inference Attacks Against GANs.
Junhao Zhou Yufei Chen Chao Shen Yang Zhang
2021
conf/ccs
Membership Inference Attacks Against Recommender Systems.
Minxing Zhang Zhaochun Ren Zihan Wang Pengjie Ren Zhumin Chen Pengfei Hu Yang Zhang
2021
conf/ccs
Quantifying and Mitigating Privacy Risks of Contrastive Learning.
Xinlei He Yang Zhang
2021
conf/ccs
When Machine Unlearning Jeopardizes Privacy.
Min Chen Zhikun Zhang Tianhao Wang Michael Backes Mathias Humbert Yang Zhang
2021
conf/ccs
Membership Leakage in Label-Only Exposures.
Zheng Li Yang Zhang
2021
conf/uss
PrivSyn: Differentially Private Data Synthesis.
Zhikun Zhang Tianhao Wang Ninghui Li Jean Honorio Michael Backes Shibo He Jiming Chen Yang Zhang
2021
conf/uss
Stealing Links from Graph Neural Networks.
Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang
2021
conf/acsac
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements.
Xiaoyi Chen Ahmed Salem Dingfan Chen Michael Backes Shiqing Ma Qingni Shen Zhonghai Wu Yang Zhang
2020
conf/ccs
GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models.
Dingfan Chen Ning Yu Yang Zhang Mario Fritz
2020
conf/ccs
LEAF: A Faster Secure Search Algorithm via Localization, Extraction, and Reconstruction.
Rui Wen Yu Yu Xiang Xie Yang Zhang
2020
conf/uss
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning.
Ahmed Salem Apratim Bhattacharya Michael Backes Mario Fritz Yang Zhang
2020
conf/eurosp
Membership Inference Against DNA Methylation Databases.
Inken Hagestedt Mathias Humbert Pascal Berrang Irina Lehmann Roland Eils Michael Backes Yang Zhang
2020
conf/ndss
Towards Plausible Graph Anonymization.
Yang Zhang Mathias Humbert Bartlomiej Surma Praveen Manoharan Jilles Vreeken Michael Backes
2019
conf/ccs
MemGuard: Defending against Black-Box Membership Inference Attacks via Adversarial Examples.
Jinyuan Jia Ahmed Salem Michael Backes Yang Zhang Neil Zhenqiang Gong
2019
conf/ndss
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Ahmed Salem Yang Zhang Mathias Humbert Pascal Berrang Mario Fritz Michael Backes
2019
conf/ndss
MBeacon: Privacy-Preserving Beacons for DNA Methylation Data.
Inken Hagestedt Yang Zhang Mathias Humbert Pascal Berrang Haixu Tang XiaoFeng Wang Michael Backes
2019
conf/acsac
How to prove your model belongs to you: a blind-watermark based framework to protect intellectual property of DNN.
Zheng Li Chengyu Hu Yang Zhang Shanqing Guo
2018
conf/eurosp
Dissecting Privacy Risks in Biomedical Data.
Pascal Berrang Mathias Humbert Yang Zhang Irina Lehmann Roland Eils Michael Backes
2017
conf/ccs
walk2friends: Inferring Social Links from Mobility Profiles.
Michael Backes Mathias Humbert Jun Pang Yang Zhang
2015
journals/compsec
A new access control scheme for Facebook-style social networks.
Jun Pang Yang Zhang
2013
conf/ccs
Twisted edwards-form elliptic curve cryptography for 8-bit AVR-based sensor nodes.
Dalin Chu Johann Großschädl Zhe Liu Volker Müller Yang Zhang

Coauthors

Ahmed Salem (9)
Aiping Xiong (1)
Apratim Bhattacharya (1)
Bartlomiej Surma (1)
Bo Li (1)
Bo Liu (2)
Boyang Zhang (2)
Chao Shen (2)
Chengrui Hu (1)
Chengyu Hu (1)
Cong Wang (1)
Dalin Chu (1)
Dayong Ye (2)
Dengguo Feng (2)
Dingfan Chen (2)
Emiliano De Cristofaro (2)
Gianluca Stringhini (2)
Guangdong Bai (1)
Hai Huang (1)
Haiming Wang (1)
Haixu Tang (1)
Hao Li (1)
Hao Li (1)
Hongwei Li (1)
Inken Hagestedt (2)
Irina Lehmann (2)
Jean Honorio (1)
Jeremy Blackburn (1)
Jianfeng Chi (1)
Jiayang Li (1)
Jieshan Chen (1)
Jilles Vreeken (1)
Jiming Chen (2)
Jinghuai Zhang (1)
Jinyuan Jia (2)
Joann Qiongna Chen (2)
Johann Großschädl (1)
Jun Pang (2)
Junhao Zhou (1)
Kun Gao (1)
Kunlin Cai (1)
Leo Yu Zhang (2)
Mario Fritz (6)
Mathias Humbert (10)
Mengdi Huai (1)
Michael Backes (49)
Min Chen (5)
Min Zhang (2)
Mingjie Li (1)
Minhui Xue (1)
Minxing Zhang (1)
Neil Zhenqiang Gong (3)
Ning Yu (6)
Ninghui Li (1)
Pascal Berrang (6)
Pengfei Hu (1)
Pengjie Ren (1)
Praveen Manoharan (1)
Qi Li (1)
Qingni Shen (1)
Roland Eils (2)
Rui Wen (8)
Rui Zhang (1)
Savvas Zannettou (6)
Shang Wang (1)
Shannon Pierson (1)
Shanqing Guo (1)
Shibo He (2)
Shiqing Ma (2)
Shuo Wang (1)
Siyuan Wu (2)
Somesh Jha (1)
Tianhao Wang (9)
Tianqing Zhu (2)
Tianshuo Cong (2)
Ting Yu (1)
Volker Müller (1)
Wai Man Si (2)
Wanlei Zhou (2)
Wenbo Jiang (1)
Wenyuan Xu (1)
Xiang Xie (1)
XiaoFeng Wang (1)
Xiaoyi Chen (1)
Xingliang Yuan (1)
Xinlei He (15)
Xinyue Shen (8)
Xuhui Kang (1)
Yan Pang (2)
Yang Zhang (75)
Yicong Tan (2)
Yihan Ma (1)
Yiting Qu (7)
Yixin Wu (6)
Yiyong Liu (3)
Yu Yu (1)
Yuan Tian (1)
Yuan Zhang (1)
Yufei Chen (2)
Yufei Han (2)
Yugeng Liu (2)
Yun Shen (17)
Yutong Ye (2)
Zeyang Sha (2)
Zeyuan Chen (2)
Zhaochun Ren (1)
Zhe Liu (1)
Zheng Li (12)
Zhengyu Zhao (1)
Zhikun Zhang (11)
Zhonghai Wu (1)
Zhou Li (2)
Zhumin Chen (1)
Zihan Wang (1)
Ziqing Yang (2)
Filters
Select all Unselect all
Years:  to