Neil Zhenqiang Gong

Google Scholar
57 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/sp
GRID: Protecting Training Graph from Link Stealing Attacks on GNN Models.
Jiadong Lou Xu Yuan Rui Zhang Xingliang Yuan Neil Zhenqiang Gong Nian-Feng Tzeng
2025
conf/sp
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks.
Yupei Liu Yuqi Jia Jinyuan Jia Dawn Song Neil Zhenqiang Gong
2025
conf/uss
Evaluating LLM-based Personal Information Extraction and Countermeasures.
Yupei Liu Yuqi Jia Jinyuan Jia Neil Zhenqiang Gong
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
Optimization-based Prompt Injection Attack to LLM-as-a-Judge.
Jiawen Shi Zenghui Yuan Yinuo Liu Yue Huang Pan Zhou Lichao Sun Neil Zhenqiang Gong
2024
conf/ccs
A General Framework for Data-Use Auditing of ML Models.
Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter
2024
conf/uss
ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks.
Minxue Tang Anna Dai Louis DiValentin Aolin Ding Amin Hass Neil Zhenqiang Gong Yiran Chen Hai (Helen) Li
2024
conf/uss
Mudjacking: Patching Backdoor Vulnerabilities in Foundation Models.
Hongbin Liu Michael K. Reiter Neil Zhenqiang Gong
2024
conf/uss
Formalizing and Benchmarking Prompt Injection Attacks and Defenses.
Yupei Liu Yuqi Jia Runpeng Geng Jinyuan Jia Neil Zhenqiang Gong
2024
conf/sp
Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning.
Hongbin Liu Wenjie Qu Jinyuan Jia Neil Zhenqiang Gong
2023
journals/compsec
Generation-based fuzzing? Don't build a new generator, reuse!
Chengbin Pang Hongbin Liu Yifan Wang Neil Zhenqiang Gong Bing Mao Jun Xu
2023
conf/ccs
Evading Watermark based Detection of AI-Generated Content.
Zhengyuan Jiang Jinghuai Zhang Neil Zhenqiang Gong
2023
conf/uss
PORE: Provably Robust Recommender Systems against Data Poisoning Attacks.
Jinyuan Jia Yupei Liu Yuepeng Hu Neil Zhenqiang Gong
2023
conf/uss
PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation.
Yuchen Yang Bo Hui Haolin Yuan Neil Zhenqiang Gong Yinzhi Cao
2023
conf/uss
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation.
Xiaoguang Li Ninghui Li Wenhai Sun Neil Zhenqiang Gong Hui Li
2023
conf/sp
FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical Information.
Xiaoyu Cao Jinyuan Jia Zaixi Zhang Neil Zhenqiang Gong
2023
conf/ndss
REaaS: Enabling Adversarially Robust Downstream Classifiers via Robust Encoder as a Service.
Wenjie Qu Jinyuan Jia Neil Zhenqiang Gong
2023
conf/dsn
Fortifying Federated Learning against Membership Inference Attacks via Client-level Input Perturbation.
Yuchen Yang Haolin Yuan Bo Hui Neil Zhenqiang Gong Neil Fendley Philippe Burlina Yinzhi Cao
2022
journals/tifs
FLCert: Provably Secure Federated Learning Against Poisoning Attacks.
Xiaoyu Cao Zaixi Zhang Jinyuan Jia Neil Zhenqiang Gong
2022
conf/ccs
StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning.
Yupei Liu Jinyuan Jia Hongbin Liu Neil Zhenqiang Gong
2022
conf/uss
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data.
Yongji Wu Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong
2022
conf/uss
PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
Hongbin Liu Jinyuan Jia Neil Zhenqiang Gong
2022
conf/sp
BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning.
Jinyuan Jia Yupei Liu Neil Zhenqiang Gong
2022
conf/asiaccs
Understanding Disparate Effects of Membership Inference Attacks and their Countermeasures.
Da Zhong Haipei Sun Jun Xu Neil Zhenqiang Gong Wendy Hui Wang
2022
conf/asiaccs
GraphTrack: A Graph-based Cross-Device Tracking Framework.
Binghui Wang Tianchen Zhou Song Li Yinzhi Cao Neil Zhenqiang Gong
2022
conf/acsac
AFLGuard: Byzantine-robust Asynchronous Federated Learning.
Minghong Fang Jia Liu Neil Zhenqiang Gong Elizabeth S. Bentley
2021
conf/ccs
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning.
Hongbin Liu Jinyuan Jia Wenjie Qu Neil Zhenqiang Gong
2021
conf/uss
Stealing Links from Graph Neural Networks.
Xinlei He Jinyuan Jia Michael Backes Neil Zhenqiang Gong Yang Zhang
2021
conf/uss
Data Poisoning Attacks to Local Differential Privacy Protocols.
Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong
2021
conf/asiaccs
Robust and Verifiable Information Embedding Attacks to Deep Neural Networks via Error-Correcting Codes.
Jinyuan Jia Binghui Wang Neil Zhenqiang Gong
2021
conf/asiaccs
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary.
Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong
2021
conf/ndss
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping.
Xiaoyu Cao Minghong Fang Jia Liu Neil Zhenqiang Gong
2021
conf/ndss
Data Poisoning Attacks to Deep Learning Based Recommender Systems.
Hai Huang Jiaming Mu Neil Zhenqiang Gong Qi Li Bin Liu Mingwei Xu
2021
conf/ndss
Practical Blind Membership Inference Attack via Differential Comparisons.
Bo Hui Yuchen Yang Haolin Yuan Philippe Burlina Neil Zhenqiang Gong Yinzhi Cao
2021
conf/acsac
On Detecting Growing-Up Behaviors of Malicious Accounts in Privacy-Centric Mobile Social Networks.
Zijie Yang Binghui Wang Haoran Li Dong Yuan Zhuotao Liu Neil Zhenqiang Gong Chang Liu Qi Li Xiao Liang Shaofeng Hu
2020
conf/uss
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning.
Minghong Fang Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong
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/ccs
Attacking Graph-based Classification via Manipulating the Graph Structure.
Binghui Wang Neil Zhenqiang Gong
2019
conf/ccs
Detecting Fake Accounts in Online Social Networks at the Time of Registrations.
Dong Yuan Yuanli Miao Neil Zhenqiang Gong Zheng Yang Qi Li Dawn Song Qian Wang Xiao Liang
2019
conf/ndss
Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation.
Binghui Wang Jinyuan Jia Neil Zhenqiang Gong
2018
conf/ccs
EviHunter: Identifying Digital Evidence in the Permanent Storage of Android Devices via Static Analysis.
Chris Chao-Chun Cheng Chen Shi Neil Zhenqiang Gong Yong Guan
2018
conf/uss
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning.
Jinyuan Jia Neil Zhenqiang Gong
2018
conf/sp
A Dynamic Taint Analysis Tool for Android App Forensics.
Zhen Xu Chen Shi Chris Chao-Chun Cheng Neil Zhenqiang Gong Yong Guan
2018
conf/sp
Stealing Hyperparameters in Machine Learning.
Binghui Wang Neil Zhenqiang Gong
2018
conf/cns
SYBILFUSE: Combining Local Attributes with Global Structure to Perform Robust Sybil Detection.
Peng Gao Binghui Wang Neil Zhenqiang Gong Sanjeev R. Kulkarni Kurt Thomas Prateek Mittal
2018
conf/acsac
Poisoning Attacks to Graph-Based Recommender Systems.
Minghong Fang Guolei Yang Neil Zhenqiang Gong Jia Liu
2017
conf/ndss
Fake Co-visitation Injection Attacks to Recommender Systems.
Guolei Yang Neil Zhenqiang Gong Ying Cai
2017
conf/dsn
Random Walk Based Fake Account Detection in Online Social Networks.
Jinyuan Jia Binghui Wang Neil Zhenqiang Gong
2017
conf/acsac
Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification.
Xiaoyu Cao Neil Zhenqiang Gong
2016
journals/tifs
Seed-Based De-Anonymizability Quantification of Social Networks.
Shouling Ji Weiqing Li Neil Zhenqiang Gong Prateek Mittal Raheem A. Beyah
2016
conf/ccs
Forgery-Resistant Touch-based Authentication on Mobile Devices.
Neil Zhenqiang Gong Mathias Payer Reza Moazzezi Mario Frank
2016
conf/uss
You Are Who You Know and How You Behave: Attribute Inference Attacks via Users' Social Friends and Behaviors.
Neil Zhenqiang Gong Bin Liu
2015
journals/tifs
What You Submit Is Who You Are: A Multimodal Approach for Deanonymizing Scientific Publications.
Mathias Payer Ling Huang Neil Zhenqiang Gong Kevin Borgolte Mario Frank
2015
conf/ndss
On Your Social Network De-anonymizablity: Quantification and Large Scale Evaluation with Seed Knowledge.
Shouling Ji Weiqing Li Neil Zhenqiang Gong Prateek Mittal Raheem A. Beyah
2014
journals/tifs
On the Security of Trustee-Based Social Authentications.
Neil Zhenqiang Gong Di Wang
2014
journals/tifs
SybilBelief: A Semi-Supervised Learning Approach for Structure-Based Sybil Detection.
Neil Zhenqiang Gong Mario Frank Prateek Mittal
2012
conf/sp
On the Feasibility of Internet-Scale Author Identification.
Arvind Narayanan Hristo S. Paskov Neil Zhenqiang Gong John Bethencourt Emil Stefanov Eui Chul Richard Shin Dawn Song

Coauthors

Ahmed Salem (1)
Amin Hass (1)
Anna Dai (1)
Aolin Ding (1)
Arvind Narayanan (1)
Bin Liu (2)
Bing Mao (1)
Binghui Wang (8)
Bo Hui (3)
Chang Liu (1)
Chen Shi (2)
Chengbin Pang (1)
Chris Chao-Chun Cheng (2)
Da Zhong (1)
Dawn Song (3)
Di Wang (1)
Dong Yuan (2)
Elizabeth S. Bentley (1)
Emil Stefanov (1)
Eui Chul Richard Shin (1)
Guolei Yang (2)
Hai (Helen) Li (1)
Hai Huang (1)
Haipei Sun (1)
Haolin Yuan (3)
Haoran Li (1)
Hongbin Liu (6)
Hristo S. Paskov (1)
Hui Li (1)
Jia Liu (3)
Jiadong Lou (1)
Jiaming Mu (1)
Jiawen Shi (1)
Jinghuai Zhang (1)
Jinyuan Jia (22)
John Bethencourt (1)
Jun Xu (2)
Kevin Borgolte (1)
Kurt Thomas (1)
Lichao Sun (1)
Ling Huang (1)
Louis DiValentin (1)
Mario Frank (3)
Mathias Humbert (1)
Mathias Payer (2)
Michael Backes (3)
Michael K. Reiter (2)
Minghong Fang (4)
Mingwei Xu (1)
Minxue Tang (1)
Neil Fendley (1)
Neil Zhenqiang Gong (57)
Nian-Feng Tzeng (1)
Ninghui Li (1)
Pan Zhou (1)
Pascal Berrang (1)
Peng Gao (1)
Philippe Burlina (2)
Prateek Mittal (4)
Qi Li (3)
Qian Wang (1)
Raheem A. Beyah (2)
Reza Moazzezi (1)
Rui Zhang (1)
Runpeng Geng (1)
Sanjeev R. Kulkarni (1)
Shaofeng Hu (1)
Shouling Ji (2)
Song Li (1)
Tianchen Zhou (1)
Weiqing Li (2)
Wendy Hui Wang (1)
Wenhai Sun (1)
Wenjie Qu (3)
Xiao Liang (2)
Xiaoguang Li (1)
Xiaoyu Cao (8)
Xingliang Yuan (1)
Xinlei He (2)
Xu Yuan (1)
Yang Zhang (3)
Yifan Wang (1)
Ying Cai (1)
Yinuo Liu (1)
Yinzhi Cao (4)
Yiran Chen (1)
Yixin Wu (1)
Yong Guan (2)
Yongji Wu (1)
Yuanli Miao (1)
Yuchen Yang (3)
Yue Huang (1)
Yuepeng Hu (1)
Yupei Liu (6)
Yuqi Jia (3)
Zaixi Zhang (2)
Zenghui Yuan (1)
Zhen Xu (1)
Zheng Yang (1)
Zhengyuan Jiang (1)
Zhuotao Liu (1)
Zijie Yang (1)
Zonghao Huang (1)
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