(Selected Publications)

2020

./paper/TMC_ARMOR.pdf
Model Extraction Attacks and Defenses on Cloud-Based Machine Learning Models
Xueluan Gong, Yanjiao Chen, Qian Wang, Wang Yang, and Xinchang Jiang
IEEE Communications Magazine 2020
(Accepted to appear)
BOSSA: A Decentralized System for Proofs of Data Retrievability and Replication
Dian Chen, Haobo Yuan, Shengshan Hu, Qian Wang, and Cong Wang
IEEE Transactions on Parallel and Distributed Systems 2020
Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions
Minghui Li, Sherman S. M. Chow, Shengshan Hu, Yuejing Yan, Chao Shen, and Qian Wang
IEEE Transactions on Dependable and Secure Computing 2020
(Accepted to appear)
GraphShield: Dynamic Large Graphs for Secure Queries with Forward Privacy
Minxin Du, Shuangke Wu, Qian Wang, Dian Chen, Peipei Jiang, and Aziz Mohaisen
IEEE Transactions on Knowledge and Data Engineering 2020
(Accepted to appear)
Towards Query-efficient Adversarial Attacks against Automatic Speech Recognition Systems
Qian Wang, Baolin Zheng, Qi Li, Chao Shen, and Zhongjie Ba
IEEE Transactions on Information Forensics and Security 2020
Secure Prediction of Neural Network in the Cloud
Minghui Li, Yuejing Yan, Qian Wang, Minxin Du, Zhan Qin, and Cong Wang
IEEE Network 2020
(Accepted to appear)
Targeting Collaborative Fairness in Federated Learning
Lingjuan Lyu, Xinyi Xu, and Qian Wang
FL-IJCAI 2020
(Nominate for Innovation Award)
(Accepted to appear)
Deep Learning on Mobile and Embedded Devices: State-of-the-Art, Challenges and Future Directions
Yanjiao Chen, Baolin Zheng, Zihan Zhang, Qian Wang, Chao Shen, and Qian Zhang
ACM Computing Surveys 2020
Towards Compression-Resistant Privacy-Preserving Photo Sharing on Social Networks
Zhibo Wang, Hengchang Guo, Zhifei Zhang, Mengkai Song, Siyan Zheng, Qian Wang, and Ben Niu
MobiHoc 2020
Towards Demand-driven Dynamic Incentive for Mobile Crowdsensing Systems
Jiahui Hu, Zhibo Wang, Jian Wei, Ruizhao Lv, Jing Zhao, Qian Wang, Honglong Chen, and Dejun Yang
IEEE Transactions on Wireless Communications 2020
Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection
Lingchen Zhao, Shengshan Hu, Qian Wang, Jianlin Jiang, Chao Shen, Xiangyang Luo, and Pengfei Hu
IEEE Transactions on Dependable and Secure Computing 2020
(Accepted to appear)
Deep Learning-Based Gait Recognition Using Smartphones in the Wild
Qin Zou, Yanling Wang, Qian Wang, Yi Zhao, and Qingquan Li
IEEE Transactions on Information Forensics and Security 2020
Deep Domain Adaptation with Differential Privacy
Qian Wang, Zixi Li, Qin Zou, Lingchen Zhao, and Song Wang
IEEE Transactions on Information Forensics and Security 2020
Analyzing User-Level Privacy Attack Against Federated Learning
Mengkai Song, Zhibo Wang, Zhifei Zhang, Yang Song, Qian Wang, Ju Ren, and Hairong Qi
IEEE Journal on Selected Areas in Communications 2020
Towards Privacy-assured and Lightweight On-chain Auditing of Decentralized Storage
Yuefeng Du, Huayi Duan, Anxin Zhou, Cong Wang, Man Ho Au, and Qian Wang
ICDCS 2020
Backdoor Attacks and Defenses for Deep Neural Networks in Outsourced Cloud Environments
Yanjiao Chen, Xueluan Gong, Qian Wang, Xing Di, and Huayang Huang
IEEE Network 2020
SocialRecruiter: Dynamic Incentive Mechanism for Mobile Crowdsourcing Worker Recruitment with Social Networks
Zhibo Wang, Yuting Huang, Xinkai Wang, Ju Ren, Qian Wang, and Libing Wu
IEEE Transactions on Mobile Computing 2020
(Accepted to appear)
Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing
Zhibo Wang, Jing Zhao, Jiahui Hu, Tianqing Zhu, Qian Wang, Ju Ren, and Chao Li
IEEE Transactions on Mobile Computing 2020
(Accepted to appear)
EncELC: Hardening and Enriching Ethereum Light Clients with Trusted Enclaves
Chengjun Cai, Lei Xu, Anxin Zhou, Ruochen Wang, Cong Wang, and Qian Wang
INFOCOM 2020
Attention-over-Attention Field-aware Factorization Machine
ZhiboWang, Jinxin Ma, Yongquan Zhang, Qian Wang, Ju Ren, and Peng Sun
AAAI 2020
PriRadar: A Privacy-Preserving Framework for Spatial Crowdsourcing
Dong Yuan, Qi Li, Guoliang Li, Qian Wang, and Kui Ren
IEEE Transactions on Information Forensics and Security 2020
The Security of Autonomous Driving: Threats, Defenses, and Future Directions
Kui Ren, Qian Wang, Cong Wang, Zhan Qin, and Xiaodong Lin
Proceedings of the IEEE 2020

2019

False Data Injection Attacks against Smart Gird State Estimation: Construction, Detection and Defense
Meng Zhang, Chao Shen, Ning He, SiCong Han, Qi Li, Qian Wang, and XiaoHong Guan
Science China Technological Sciences 2019
Stealing Your Android Patterns via Acoustic Signals
Man Zhou, Qian Wang, Jingxiao Yang, Qi Li, Peipei Jiang, Yanjiao Chen, and Zhibo Wang
IEEE Transactions on Mobile Computing 2019
(Accepted to appear)
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks
Qin Zou, Hanwen Jiang, Qiyu Dai, Yuanhao Yue, Long Chen, and Qian Wang
IEEE Transactions on Vehicular Technology 2019
Augmenting Encrypted Search: A Decentralized Service Realization with Enforced Execution
Shengshan Hu, Chengjun Cai, Qian Wang, Cong Wang, Zhibo Wang, and Dengpan Ye
IEEE Transactions on Dependable and Secure Computing 2019
(Accepted to appear)
Towards A Ledger-assisted Architecture for Secure Query Processing over Distributed IoT Data
Xingliang Yuan, Chengjun Cai, Qian Wang, and Qi Li
IEEE DSC 2019
(Won the Best Paper Award)
人工智能系统安全与隐私风险
陈宇飞, 沈超, 王骞, 李琦, 王聪, 纪守领, 李康, 管晓宏
计算机研究与发展 (Journal of Computer Research and Development) 2019
Detecting Fake Accounts in Online Social Networks at the Time of Registrations
Dong Yuan, Yuanli Miao, Neil Zhenqiang Gong, Qi Li, Dawn Song, Qian Wang, and Xiao Liang
CCS 2019
LVID: A Multimodal Biometrics Authentication System on Smartphones
Libing Wu, Jingxiao Yang, Man Zhou, Yanjiao Chen, and Qian Wang
IEEE Transactions on Information Forensics and Security 2019
Privacy-Preserving Collaborative Deep Learning with Unreliable Participants
Lingchen Zhao, Qian Wang, Qin Zou, Yan Zhang, and Yanjiao Chen
IEEE Transactions on Information Forensics and Security 2019
PPSB: An Open and Flexible Platform for Privacy-Preserving Safe Browsing
Helei Cui, Yajin Zhou, Cong Wang, Xinyu Wang, Yuefeng Du, and Qian Wang
IEEE Transactions on Dependable and Secure Computing 2019
(Accepted to appear)
Invisible Adversarial Attack against Deep Neural Networks: An Adaptive Penalization Approach
Zhibo Wang, Mengkai Song, Siyan Zheng, Zhifei Zhang, Yang Song, and Qian Wang
IEEE Transactions on Dependable and Secure Computing 2019
(Accepted to appear)
Towards Private and Scalable Cross-Media Retrieval
Shengshan Hu, Leo Yu Zhang, Qian Wang, Zhan Qin, Cong Wang
IEEE Transactions on Dependable and Secure Computing 2019
(Accepted to appear)
When Mobile Crowdsensing Meets Privacy
Zhibo Wang, Xiaoyi Pang, Jiahui Hu, Wenxin Liu, Qian Wang, Yanjun Li, and Honglong Chen
IEEE Communications Magazine 2019
LightBox: Full-stack Protected Stateful Middlebox at Lightning Speed
Huayi Duan, Cong Wang, Xingliang Yuan, Yajin Zhou, Qian Wang, and Kui Ren
CCS 2019
advPattern: Physical-world Attacks on Deep Person Re-identification via Adversarially Transformable Patterns
Zhibo Wang, Siyan Zheng, Mengkai Song, Qian Wang, Alireza Rahimpour, and Hairong Qi
ICCV 2019
Adversarial Examples for Automatic Speech Recognition: Attacks and Countermeasures
Shengshan Hu, Xingcan Shang, Zhan Qin, Minghui Li, Qian Wang, and Cong Wang
IEEE Communications Magazine 2019
Hidden Voice Commands: Attacks and Defenses on the VCS of Autonomous Driving Cars
Man Zhou, Zhan Qin, Xiu Lin, Shengshan Hu, Qian Wang, and Kui Ren
IEEE Wireless Communications 2019
ARMOR: A Secure Combinatorial Auction for Heterogeneous Spectrum
Yanjiao Chen, Xin Tian, Qian Wang, Minghui Li, Minxin Du, and Qi Li
IEEE Transactions on Mobile Computing 2019

Note: has corrected some typos of the journal version published in IEEE TMC 2019.
CReam: A Smart Contract Enabled Collusion-Resistant e-Auction
Shuangke Wu, Yanjiao Chen, Qian Wang, Minghui Li, Cong Wang, and Xiangyang Luo
IEEE Transactions on Information Forensics and Security 2019
Privacy-preserving Crowd-sourced Statistical Data Publishing with An Untrusted Server
Zhibo Wang, Xiaoyi Pang, Yahong Chen, Huajie Shao, Qian Wang, Libing Wu, Honglong Chen, and Hairong Qi
IEEE Transactions on Mobile Computing 2019
Personalized Privacy-preserving Task Allocation for Mobile Crowdsensing
Zhibo Wang, Jiahui Hu, Ruizhao Lv, Jian Wei, Qian Wang, Dejun Yang, and Hairong Qi
IEEE Transactions on Mobile Computing 2019
Privacy-Preserving and Truthful Double Auction for Heterogeneous Spectrum
Qian Wang, Jing Huang, Yanjiao Chen, Xin Tian, and Qian Zhang
IEEE/ACM Transactions on Networking 2019
VoicePop: A Pop Noise based Anti-spoofing System for Voice Authentication on Smartphones
Qian Wang, Xiu Lin, Man Zhou, Yanjiao Chen, Cong Wang, Qi Li, and Xiangyang Luo
INFOCOM 2019
Hardening Database Padding for Searchable Encryption
Lei Xu, Xingliang Yuan, Cong Wang, Qian Wang, and Chungen Xu
INFOCOM 2019
Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
Zhibo Wang, Mengkai Song, Zhifei Zhang, Yang Song, Qian Wang, and Hairong Qi
INFOCOM 2019
A Context-Aware User-Item Representation Learning for Item Recommendation
Libing Wu, Cong Quan, Chenliang Li, Qian Wang, Bolong Zheng, and Xiangyang Luo
ACM Transactions on Information Systems 2019
DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection
Qin Zou, Zheng Zhang, Qingquan Li, Xianbiao Qi, Qian Wang, and Song Wang
IEEE Transactions on Image Processing 2019
Dolphin: Real-Time Hidden Acoustic Signal Capture with Smartphones
Man Zhou, Qian Wang, Kui Ren, Dimitrios Koutsonikolas, Lu Su, and Yanjiao Chen
IEEE Transactions on Mobile Computing 2019
PROST: Privacy-Preserving and Truthful Online Double Auction for Spectrum Allocation
Qian Wang, Jing Huang, Yanjiao Chen, Cong Wang, Fu Xiao, and Xiangyang Luo
IEEE Transactions on Information Forensics and Security 2019
Task Bundling Based Incentive for Location-dependent Mobile Crowdsourcing
Zhibo Wang, Jiahui Hu, Qian Wang, Ruizhao Lv, Jian Wei, Honglong Chen, and Xiaoguang Niu
IEEE Communications Magazine 2019

2018

Enabling Online Robust Barcode-based Visible Light Communication with Realtime Feedback
Man Zhou, Qian Wang, Tao Lei, Zhibo Wang, and Kui Ren
IEEE Transactions on Wireless Communications 2018
Privacy-Preserving Collaborative Model Learning: The Case of Word Vector Training
Qian Wang, Minxin Du, Xiuying Chen, Yanjiao Chen, Pan Zhou, Xiaofeng Chen, and Xinyi Huang
IEEE Transactions on Knowledge and Data Engineering 2018
PatternListener: Cracking Android Pattern Lock Using Acoustic Signals
Man Zhou, Qian Wang, Jingxiao Yang, Qi Li, Xiao Feng, Zhibo Wang, and Xiaofeng Chen
CCS 2018
Outsourced Biometric Identification with Privacy
Shengshan Hu, Minghui Li, Qian Wang, Sherman S. M. Chow, and Minxin Du
IEEE Transactions on Information Forensics and Security 2018
Privacy-preserving Indexing and Query Processing for Secure Dynamic Cloud Storage
Minxin Du, Qian Wang, Meiqi He, and Jian Weng
IEEE Transactions on Information Forensics and Security 2018
Ensuring Minimum Requirement in Matching-based Spectrum Allocation
Yanjiao Chen, Yuxuan Xiong, Qian Wang, Xiaoyan Yin, and Baochun Li
IEEE Transactions on Mobile Computing 2018
Enabling Generic, Verifiable, and Secure Data Search in Cloud Services
Jie Zhu, Qi Li, Cong Wang, Xingliang Yuan, Qian Wang, and Kui Ren
IEEE Transactions on Parallel and Distributed Systems 2018
Differentially Private Distributed Online Learning
Chencheng Li, Pan Zhou, Li Xiong, Qian Wang and Ting Wang
IEEE Transactions on Knowledge and Data Engineering 2018