Survey
IoT Cloud Security Review: A Case Study Approach Using Emerging Consumer-oriented Applications
Fei Chen, Duming Luo, Tao Xiang, Ping Chen, Junfeng Fan, Hong-Linh Truong
ACM Computing Surveys (CSUR)
2022
Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training (Cong)
Cong Zhang,Yuezun Li,Honggang Qi,Siwei Lyu
IEEE International Conference on Acoustics, Speech, and Signal Processingpp.4660-4664, (2024)
Yuezun Li,Pu Sun,Honggang Qi,Siwei Lyu
Computer Vision and Image Understanding（2024）
Ye Yue,Honggang Qi,Yongqiang Deng, Juanjuan Li, Hao Liang,Jun Miao
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS(2024)
Xi Chen, Wanyue Jiang,Honggang Qi,Min Liu, Heping Ma,Philip L. H. Yu,Ying Wen,Zhen Han, Shuqi Zhang,Guitao Cao
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION(2024)
AdaNI: Adaptive Noise Injection to Improve Adversarial Robustness
Yuezun Li, Cong Zhang,Honggang Qi,Siwei Lyu
Computer Vision and Image Understanding（2024）
2021
PRNet: A Progressive Recovery Network for Revealing Perceptually Encrypted Images
Tao Xiang, Ying Yang, Shangwei Guo, Hangcheng Liu, Hantao Liu
ACM International Conference on Multimedia (ACM MM) , CCF Rank A
Self-Supervised Pre-training on the Target Domain for Cross-Domain Person Re-identification
Junyin Zhang, Yongxin Ge, Xinqian Gu, Boyu Hua, Tao Xiang
ACM International Conference on Multimedia (ACM MM) , CCF Rank A
Bin Xie, Tao Xiang, Xiaofeng Liao, Jiahui Wu
IEEE Transactions on Dependable and Secure Computing , CCF Rank A
Efficient Top-k Matching for Publish/Subscribe Ride Hitching
Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Shangwei Guo, Junxiao Xue, Mingliang Xu
IEEE Transactions on Knowledge and Data Engineering , CCF Rank A
Multiple-Instance Learning from Similar and Dissimilar Bags
Lei Feng, Senlin Shu, Yuzhou Cao, Lue Tao, Hongxin Wei, Tao Xiang, Bo An, Gang Niu
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) , CCF Rank A
Public Key Based Searchable Encryption with Fine-Grained Sender Permission Control (Best Paper)
Zhongming Wang, Biwen Chen, Tao Xiang, Lu Zhou, Hongyang Yan, Jin Li
International Conference on Provable Security
Byzantine-resilient Decentralized Stochastic Gradient Descent
Shangwei Guo, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu
IEEE Transactions on Circuits and Systems for Video Technology , CCF Rank B
A Novel Privacy-Preserving Location-Based Services Search Scheme in Outsourced Cloud
Dong Li, Jiahui Wu, Junqing Le, Xiaofeng Liao, Tao Xiang
IEEE Transactions on Cloud Computing , CCF Rank C
Xuekai Wei, Mingliang Zhou, Sam Kwong, Hui Yuan, Tao Xiang
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , CCF Rank B
QOE-Based Neural Live Streaming Method with Continuous Dynamic Adaptive Video Quality Control
Xuekai Wei, Mingliang Zhou, Sam Kwong, Hui Yuan, Tao Xiang
IEEE International Conference on Multimedia and Expo (ICME) , CCF Rank B
Teacher-Supervised Generative Adversarial Networks
Yan Gan, Tao Xiang, Hangcheng Liu, Mao Ye, Dan Liu
IEEE International Conference on Multimedia and Expo (ICME) , CCF Rank B
Topology-aware Differential Privacy for Decentralized Image Classification
Shangwei Guo, Tianwei Zhang, Guowen Xu, Han Yu, Tao Xiang, Yang Liu
IEEE Transactions on Circuits and Systems for Video Technology , CCF Rank B
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
International Joint Conference on Artificial Intelligence (IJCAI) , CCF Rank A
An Efficient Preprocessing-based Approach to Mitigate Advanced Adversarial Attacks
Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, Hewu Li
IEEE Transactions on Computers , CCF Rank A
Privacy-preserving Collaborative Learning with Automatic Transformation Search (Oral)
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , CSL@UCAS Rank A+
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation
Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham
ACM ASIA Conference on Computer and Communications Security (AsiaCCS) , CSL@UCAS Rank A
Stealing Deep Reinforcement Learning Models for Fun and Profit
Kangjie Chen, Shangwei Guo, Tianwei Zhang, Xiaofei Xie, Yang Liu
ACM ASIA Conference on Computer and Communications Security (AsiaCCS) , CSL@UCAS Rank A
Temporal Watermarks for Deep Reinforcement Learning Models
Kangjie Chen, Shangwei Guo, Tianwei Zhang, Shuxin Li, Yang Liu
International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , CCF Rank B
Privacy-Preserving Reverse Nearest Neighbor Query over Encrypted Spatial Data
Xiaoguo Li, Tao Xiang, Shangwei Guo, Hongwei Li, Yi Mu
IEEE Transactions on Services Computing , CCF Rank B
Bin Xie, Tao Xiang, Xiaofeng Liao, Jiahui Wu
IEEE Transactions on Dependable and Secure Computing (TDSC) , CCF Rank A
Federated Continuous Learning with Broad Network Architecture
Le Junqing, Lei Xinyu, Mu Nankun, Zhang Hengrun, Zeng Kai, Liao Xiaofeng.
IEEE Transactions on Cybernetics , CCF Rank B
Secure and Efficient Data Deduplication in JointCloud Storage
Zhang Di, Le Junqing, Mu Nankun, Wu Jiahui, Liao Xiaofeng.
IEEE Transactions on Cloud Computing (TCC) , CCF Rank C
GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks
Qiao Zhang, Chunsheng Xin, Hongyi Wu
Network and Distributed System Security (NDSS) Symposium , CSL@UCAS Rank A+
Exploiting Beam Features for Spoofing Attack Detection in mmWave 60-GHz IEEE 802.11ad Networks
Ning Wang, Long Jiao, Pu Wang, Weiwei Li, Kai Zeng
IEEE Transactions on Wireless Communications(TWC) , CCF Rank B