Xinlei He

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 68

Top Topics

Presidential Election

Data Assimilation

Watermarking Scheme

Top Venues

USENIX Security Symposium

Publications

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 (2024)
Mingyuan Zhang, Xiao Cui, Liuwei Zhao, Xinlei He, Yu Shi, Jianhong Yang, YuXin Leng
A lightweight deep learning based bowel sounds segmentation algorithm for gastrointestinal (GI) monitoring. Eng. Appl. Artif. Intell. 127 (Part A) (2024)
Guang Huo, Ruyuan Li, Jianlou Lou, Xiaolu Yu, Jiajun Wang, Xinlei He, Yue Wang
Deep metric learning method for open-set iris recognition. J. Electronic Imaging 33 (3) (2024)
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 (2024)
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) (2024)
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)
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 (2024)
Yixin Wu, Xinlei He, Pascal Berrang, Mathias Humbert, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
Link Stealing Attacks Against Inductive Graph Neural Networks. CoRR (2024)
Xiang Li, Feihu Xue, Jianli Ding, Tongren Xu, Lisheng Song, Zijie Pang, Jinjie Wang, Ziwei Xu, Yanfei Ma, Zheng Lu, Dongxing Wu, Jiaxing Wei, Xinlei He, Yuan Zhang
A Hybrid Model Coupling Physical Constraints and Machine Learning to Estimate Daily Evapotranspiration in the Heihe River Basin. Remote. Sens. 16 (12) (2024)
Yiting Qu, Xinlei He, Shannon Pierson, Michael Backes, Yang Zhang, Savvas Zannettou
On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning. SP (2023)
Yihan Ma, Zhengyu Zhao, Xinlei He, Zheng Li, Michael Backes, Yang Zhang
Generative Watermarking Against Unauthorized Subject-Driven Image Synthesis. CoRR (2023)
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 (2023)
Xinlei He, Xinyue Shen, Zeyuan Chen, Michael Backes, Yang Zhang
MGTBench: Benchmarking Machine-Generated Text Detection. CoRR (2023)
Boyang Zhang, Zheng Li, Ziqing Yang, Xinlei He, Michael Backes, Mario Fritz, Yang Zhang
SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models. CoRR (2023)
Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang
Generated Graph Detection. CoRR (2023)
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)
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 (2023)
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. CCS (2023)
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 (2023)
Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CVPR (2023)
Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang
Generated Graph Detection. ICML (2023)
Tianshuo Cong, Xinlei He, Yun Shen, Yang Zhang
Test-Time Poisoning Attacks Against Test-Time Adaptation Models. CoRR (2023)
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. IEEE Trans. Mob. Comput. 22 (1) (2023)
Joann Qiongna Chen, Xinlei He, Zheng Li, Yang Zhang, Zhou Li
A Comprehensive Study of Privacy Risks in Curriculum Learning. CoRR (2023)
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
Data Poisoning Attacks Against Multimodal Encoders. ICML (2023)
Chao Wang, Yi Gu, Jie Li, Xinlei He, Zirui Zhang, Yuting Gao, Chentao Wu
Iterative Learning for Distorted Image Restoration. ICASSP (2022)
Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang
Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models. CoRR (2022)
Tianshuo Cong, Xinlei He, Yang Zhang
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CCS (2022)
Tianshuo Cong, Xinlei He, Yang Zhang
SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders. CoRR (2022)
Xinyue Shen, Xinlei He, Michael Backes, Jeremy Blackburn, Savvas Zannettou, Yang Zhang
On Xing Tian and the Perseverance of Anti-China Sentiment Online. CoRR (2022)
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)
Xinyue Shen, Xinlei He, Zheng Li, Yun Shen, Michael Backes, Yang Zhang
Backdoor Attacks in the Supply Chain of Masked Image Modeling. CoRR (2022)
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 (2022)
Yingze Tian, Tongren Xu, Fei Chen, Xinlei He, Shi Li
Can Data Assimilation Improve Short-Term Prediction of Land Surface Variables? Remote. Sens. 14 (20) (2022)
Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Auditing Membership Leakages of Multi-Exit Networks. CCS (2022)
Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang
Data Poisoning Attacks Against Multimodal Encoders. CoRR (2022)
Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. CoRR (2022)
Zeyang Sha, Xinlei He, Pascal Berrang, Mathias Humbert, Yang Zhang
Fine-Tuning Is All You Need to Mitigate Backdoor Attacks. CoRR (2022)
Yuan Zhang, Shaomin Liu, Lisheng Song, Xiang Li, Zhenzhen Jia, Tongren Xu, Ziwei Xu, Yanfei Ma, Ji Zhou, Xiaofan Yang, Xinlei He, Yunjun Yao, Guangcheng Hu
Integrated Validation of Coarse Remotely Sensed Evapotranspiration Products over Heterogeneous Land Surfaces. Remote. Sens. 14 (14) (2022)
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)
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)
Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders. CoRR (2022)
Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang
Auditing Membership Leakages of Multi-Exit Networks. CoRR (2022)
Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang
Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning. ECCV (31) (2022)
Yun Shen, Xinlei He, Yufei Han, Yang Zhang
Model Stealing Attacks Against Inductive Graph Neural Networks. IEEE Symposium on Security and Privacy (2022)
Xinlei He, Qingyuan Gong, Yang Chen, Yang Zhang, Xin Wang, Xiaoming Fu
DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang
Node-Level Membership Inference Attacks Against Graph Neural Networks. CoRR (2021)
Yun Shen, Xinlei He, Yufei Han, Yang Zhang
Model Stealing Attacks Against Inductive Graph Neural Networks. CoRR (2021)
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. ACM Trans. Web 15 (2) (2021)
Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
Stealing Links from Graph Neural Networks. USENIX Security Symposium (2021)
Xinlei He, Yang Zhang
Quantifying and Mitigating Privacy Risks of Contrastive Learning. CoRR (2021)
Xinlei He, Yang Zhang
Quantifying and Mitigating Privacy Risks of Contrastive Learning. CCS (2021)
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 (2021)
Xiang Li, Shaomin Liu, Xiaofan Yang, Yanfei Ma, Xinlei He, Ziwei Xu, Tongren Xu, Lisheng Song, Yuan Zhang, Xiao Hu, Qian Ju, Xiaodong Zhang
Upscaling Evapotranspiration from a Single-Site to Satellite Pixel Scale. Remote. Sens. 13 (20) (2021)
Huaize Feng, Tongren Xu, Liangyun Liu, Sha Zhou, Jingxue Zhao, Shaomin Liu, Ziwei Xu, Kebiao Mao, Xinlei He, Zhongli Zhu, Linna Chai
Modeling Transpiration with Sun-Induced Chlorophyll Fluorescence Observations via Carbon-Water Coupling Methods. Remote. Sens. 13 (4) (2021)
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 (2020)
Chen Shi, Qingbin Wang, Xinlei He, Xiaoshuan Zhang, Daoliang Li
An automatic method of fish length estimation using underwater stereo system based on LabVIEW. Comput. Electron. Agric. 173 (2020)
Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang
Stealing Links from Graph Neural Networks. CoRR (2020)
Xinlei He, Tongren Xu, Youlong Xia, Sayed M. Bateni, Zhixia Guo, Shaomin Liu, Kebiao Mao, Yuan Zhang, Huaize Feng, Jingxue Zhao
A Bayesian Three-Cornered Hat (BTCH) Method: Improving the Terrestrial Evapotranspiration Estimation. Remote. Sens. 12 (5) (2020)
Jingxue Zhao, Tongren Xu, Jingfeng Xiao, Shaomin Liu, Kebiao Mao, Lisheng Song, Yunjun Yao, Xinlei He, Huaize Feng
Responses of Water Use Efficiency to Drought in Southwest China. Remote. Sens. 12 (1) (2020)
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 (2019)
Nikos Salamanos, Michael J. Jensen, Xinlei He, Yang Chen, Michael Sirivianos
On the Influence of Twitter Trolls during the 2016 US Presidential Election. CoRR (2019)
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)
Xinlei He, Tongren Xu, Sayed M. Bateni, Christopher M. U. Neale, Thomas Auligne, Shaomin Liu, Kaicun Wang, Kebiao Mao, Yunjun Yao
Evaluation of the Weak Constraint Data Assimilation Approach for Estimating Turbulent Heat Fluxes at Six Sites. Remote. Sens. 10 (12) (2018)
Qingyuan Gong, Xinlei He, Qinge Xie, Shihan Lin, Guozhen She, Ruiyu Fang, Rui Han, Yang Chen, Yu Xiao, Xiaoming Fu, Xin Wang
LBSLab: A User Data Collection System in Mobile Environments. UbiComp/ISWC Adjunct (2018)
Qingyuan Gong, Yang Chen, Xinlei He, Fei Li, Yu Xiao, Pan Hui, Xin Wang, Xiaoming Fu
Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking. ChineseCSCW (2018)
Qingyuan Gong, Yang Chen, Xinlei He, Zhou Zhuang, Tianyi Wang, Hong Huang, Xin Wang, Xiaoming Fu
DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks. IEEE Commun. Mag. 56 (11) (2018)
Chenxi Yang, Yang Chen, Qingyuan Gong, Xinlei He, Yu Xiao, Yuhuan Huang, Xiaoming Fu
Understanding the behavioral differences between american and german users: A data-driven study. Big Data Min. Anal. 1 (4) (2018)