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Xinlei He 0001
Person information
- affiliation: Hong Kong University of Science and Technology, Hong Kong
- affiliation (PhD 2023): CISPA Helmholtz Center for Information Security, Saarland University, Germany
- affiliation (former): Fudan University, Shanghai, China
Other persons with the same name
- Xinlei He 0002 — Northeast Electric Power University, China
- Xinlei He 0003 — Peking University Third Hospital, Beijing, China
- Xinlei He 0004
— Shanxi University, Taiyuan, China (and 1 more)
- Xinlei He 0005 — Mingbo Aquatic Co., Ltd., Laizhou, China
- Xinlei He 0006 — Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
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2020 – today
- 2024
- [j6]Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang:
Link Stealing Attacks Against Inductive Graph Neural Networks. Proc. Priv. Enhancing Technol. 2024(4): 818-839 (2024) - [c21]Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang:
You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. SP 2024: 770-787 - [c20]Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang:
Test-Time Poisoning Attacks Against Test-Time Adaptation Models. SP 2024: 1306-1324 - [c19]Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang:
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. USENIX Security Symposium 2024 - [i35]Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang:
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. CoRR abs/2404.05188 (2024) - [i34]Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
Link Stealing Attacks Against Inductive Graph Neural Networks. CoRR abs/2405.05784 (2024) - [i33]Yanling Wang, Haoyang Li, Hao Zou, Jing Zhang, Xinlei He, Qi Li, Ke Xu:
Hidden Question Representations Tell Non-Factuality Within and Across Large Language Models. CoRR abs/2406.05328 (2024) - [i32]Delong Ran, Jinyuan Liu, Yichen Gong, Jingyi Zheng, Xinlei He, Tianshuo Cong, Anyu Wang:
JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models. CoRR abs/2406.09321 (2024) - [i31]Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi Li:
Jailbreak Attacks and Defenses Against Large Language Models: A Survey. CoRR abs/2407.04295 (2024) - [i30]Zesen Liu, Tianshuo Cong, Xinlei He, Qi Li:
On Evaluating The Performance of Watermarked Machine-Generated Texts Under Adversarial Attacks. CoRR abs/2407.04794 (2024) - [i29]Zheng Li, Xinlei He, Ning Yu, Yang Zhang
Membership Inference Attack Against Masked Image Modeling. CoRR abs/2408.06825 (2024) - [i28]Minghao Liu, Zonglin Di, Jiaheng Wei, Zhongruo Wang, Hengxiang Zhang, Ruixuan Xiao, Haoyu Wang, Jinlong Pang, Hao Chen, Ankit Shah, Hongxin Wei, Xinlei He, Zhaowei Zhao, Haobo Wang, Lei Feng, Jindong Wang, James Davis, Yang Liu:
Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond. CoRR abs/2408.11338 (2024) - 2023
- [b1]Xinlei He:
Privacy risk assessment of emerging machine learning paradigms. Saarland University, Saarbrücken, Germany, 2023 - [j5]Qinge Xie, Qingyuan Gong, Xinlei He
Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions. IEEE Trans. Mob. Comput. 22(1): 556-573 (2023) - [c18]Yiting Qu
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. CCS 2023: 3403-3417 - [c17]Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CVPR 2023: 16373-16383 - [c16]Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang:
Generated Graph Detection. ICML 2023: 23412-23428 - [c15]Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang:
Data Poisoning Attacks Against Multimodal Encoders. ICML 2023: 39299-39313 - [c14]Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang
On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. SP 2023: 293-310 - [c13]Boyang Zhang, Xinlei He, Yun Shen, Tianhao Wang, Yang Zhang:
A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots. USENIX Security Symposium 2023: 5289-5306 - [i27]Boyang Zhang, Xinlei He, Yun Shen, Tianhao Wang, Yang Zhang:
A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots. CoRR abs/2302.11982 (2023) - [i26]Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang
MGTBench: Benchmarking Machine-Generated Text Detection. CoRR abs/2303.14822 (2023) - [i25]Yiting Qu, Xinyue Shen, Xinlei He, Michael Backes, Savvas Zannettou, Yang Zhang
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models. CoRR abs/2305.13873 (2023) - [i24]Yihan Ma, Zhengyu Zhao, Xinlei He, Zheng Li, Michael Backes, Yang Zhang:
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis. CoRR abs/2306.07754 (2023) - [i23]Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang:
Generated Graph Detection. CoRR abs/2306.07758 (2023) - [i22]Xinlei He, Savvas Zannettou, Yun Shen, Yang Zhang
You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content. CoRR abs/2308.05596 (2023) - [i21]Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang
Test-Time Poisoning Attacks Against Test-Time Adaptation Models. CoRR abs/2308.08505 (2023) - [i20]Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang
A Comprehensive Study of Privacy Risks in Curriculum Learning. CoRR abs/2310.10124 (2023) - [i19]Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang:
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. CoRR abs/2310.12665 (2023) - 2022
- [c12]Tianshuo Cong, Xinlei He, Yang Zhang
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CCS 2022: 579-593 - [c11]Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Auditing Membership Leakages of Multi-Exit Networks. CCS 2022: 1917-1931 - [c10]Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. ECCV (31) 2022: 365-381 - [c9]Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang:
On Xing Tian and the Perseverance of Anti-China Sentiment Online. ICWSM 2022: 944-955 - [c8]Yun Shen, Xinlei He, Yufei Han, Yang Zhang
Model Stealing Attacks Against Inductive Graph Neural Networks. SP 2022: 1175-1192 - [c7]Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang:
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. USENIX Security Symposium 2022: 4525-4542 - [c6]Qingyuan Gong, Yang Chen, Xinlei He, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu:
Cross-Site Prediction on Social Influence for Cold-Start Users in Online Social Networks. WWW (Companion Volume) 2022: 389 - [i18]Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang:
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CoRR abs/2201.07513 (2022) - [i17]Tianshuo Cong, Xinlei He, Yang Zhang:
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CoRR abs/2201.11692 (2022) - [i16]Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang
On Xing Tian and the Perseverance of Anti-China Sentiment Online. CoRR abs/2204.08935 (2022) - [i15]Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. CoRR abs/2207.12535 (2022) - [i14]Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang
Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models. CoRR abs/2208.10445 (2022) - [i13]Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Auditing Membership Leakages of Multi-Exit Networks. CoRR abs/2208.11180 (2022) - [i12]Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang:
Data Poisoning Attacks Against Multimodal Encoders. CoRR abs/2209.15266 (2022) - [i11]Xinyue Shen, Xinlei He, Zheng Li, Yun Shen, Michael Backes, Yang Zhang
Backdoor Attacks in the Supply Chain of Masked Image Modeling. CoRR abs/2210.01632 (2022) - [i10]Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang, Savvas Zannettou:
On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. CoRR abs/2212.06573 (2022) - [i9]Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks. CoRR abs/2212.09067 (2022) - 2021
- [j4]Xinlei He
DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network. IEEE Trans. Dependable Secur. Comput. 18(5): 2193-2208 (2021) - [j3]Qingyuan Gong, Yang Chen
Cross-site Prediction on Social Influence for Cold-start Users in Online Social Networks. ACM Trans. Web 15(2): 6:1-6:23 (2021) - [c5]Xinlei He, Yang Zhang
Quantifying and Mitigating Privacy Risks of Contrastive Learning. CCS 2021: 845-863 - [c4]Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang:
Stealing Links from Graph Neural Networks. USENIX Security Symposium 2021: 2669-2686 - [i8]Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang:
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models. CoRR abs/2102.02551 (2021) - [i7]Xinlei He, Yang Zhang:
Quantifying and Mitigating Privacy Risks of Contrastive Learning. CoRR abs/2102.04140 (2021) - [i6]Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang:
Node-Level Membership Inference Attacks Against Graph Neural Networks. CoRR abs/2102.05429 (2021) - [i5]Yun Shen, Xinlei He, Yufei Han, Yang Zhang:
Model Stealing Attacks Against Inductive Graph Neural Networks. CoRR abs/2112.08331 (2021) - 2020
- [i4]Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang:
Stealing Links from Graph Neural Networks. CoRR abs/2005.02131 (2020) - [i3]Nikos Salamanos, Michael J. Jensen, Xinlei He, Yang Chen, Costas Iordanou, Michael Sirivianos:
Did State-sponsored Trolls Shape the US Presidential Election Discourse? Quantifying Influence on Twitter. CoRR abs/2006.09938 (2020)
2010 – 2019
- 2019
- [i2]Nikos Salamanos, Michael J. Jensen, Xinlei He, Yang Chen, Michael Sirivianos:
On the Influence of Twitter Trolls during the 2016 US Presidential Election. CoRR abs/1910.00531 (2019) - [i1]Qinge Xie, Qingyuan Gong, Xinlei He, Yang Chen, Xin Wang, Haitao Zheng, Ben Y. Zhao:
Trimming Mobile Applications for Bandwidth-Challenged Networks in Developing Regions. CoRR abs/1912.01328 (2019) - 2018
- [j2]Chenxi Yang, Yang Chen
Understanding the behavioral differences between american and german users: A data-driven study. Big Data Min. Anal. 1(4): 284-296 (2018) - [j1]Qingyuan Gong, Yang Chen
DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks. IEEE Commun. Mag. 56(11): 21-27 (2018) - [c3]Qingyuan Gong, Yang Chen, Xinlei He, Fei Li, Yu Xiao
Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking. ChineseCSCW 2018: 331-341 - [c2]Qingyuan Gong, Xinlei He, Qinge Xie, Shihan Lin, Guozhen She, Ruiyu Fang, Rui Han, Yang Chen, Yu Xiao
LBSLab: A User Data Collection System in Mobile Environments. UbiComp/ISWC Adjunct 2018: 624-629 - [c1]Jiaqi Wang, Xinlei He, Qingyuan Gong, Yang Chen, Tianyi Wang, Xin Wang:
Deep Learning-Based Malicious Account Detection in the Momo Social Network. ICCCN 2018: 1-2
Coauthor Index
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last updated on 2024-10-30 21:35 CET by the dblp team
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