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
An underwater image quality assessment metric
Pengfei Guo, Hantao Liu, Delu Zeng, Tao Xiang, Leida Li, Ke Gu
IEEE Transactions on Multimedia , CCF Rank B
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
Machine Learning-based Spoofing Attack Detection in MmWave 60GHz IEEE 802.11ad Networks
Ning Wang, Long Jiao, Pu Wang, Weiwei Li, Kai Zeng
IEEE Conference on Computer Communications (INFOCOM) , 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
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
ESB-FL: Efficient and Secure Blockchain-Based Federated Learning with Fair Payment
Biwen Chen, Honghong Zeng, Tao Xiang, Shangwei Guo, Tianwei Zhang, Yang Liu
IEEE Transactions on Big Data
Wenhao Shen, Mingliang Zhou, Xingran Liao, Weijia Jia, Tao Xiang, Bin Fang, Zhaowei Shang
IEEE Transactions on Broadcasting
C-Wall: Conflict-Resistance in Privacy-Preserving Cloud Storage
Xiaoguo Li, Tao Xiang, Yi Mu, Fuchun Guo, Zhongyuan Yao
IEEE Transactions on Cloud Computing
BMIF: Privacy-Preserving Blockchain-Based Medical Image Fusion
Tao Xiang, Honghong Zeng, Biwen Chen, Shangwei Guo
ACM Transactions on Multimedia Computing Communications and Applications , CCF Rank B
Triggerless Backdoor Attack for NLP Tasks with Clean Labels
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
North American Chapter of the Association for Computational Linguistics (NAACL) , CSL@CQU Rank A
NASPY: Automated Extraction of Automated Machine Learning Models (Spotlight)
Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Yaoxin Wu, Tianwei Zhang
International Conference on Learning Representations (ICLR) , CSL@CQU Rank A+
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
International Conference on Learning Representations (ICLR) , CSL@CQU Rank A
Practical Privacy-Preserving Federated Learning in Vehicular Fog Computing
Yiran Li, Hongwei Li, Guowen Xu, Tao Xiang, Rongxing Lu
IEEE Transactions on Vehicular Technology
Optimum Quality Control Algorithm for Versatile Video Coding
Mingliang Zhou, Xuekai Wei, Cheng Ji, Tao Xiang, Bin Fang
IEEE Transactions on Broadcasting
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples
Tao Xiang, Hangcheng Liu, Shangwei Guo, Yan Gan, Xiaofeng Liao
ACM Transactions on Sensor Networks , CCF Rank B
Hunter: HE-friendly Structured Pruning for Efficient Privacy-preserving Deep Learning
Yifei Cai, Qiao Zhang, Rui Ning, Chunsheng Xin, Hongyi Wu
ACM ASIA Conference on Computer and Communications Security (ASIACCS) , CSL@CQU Rank A
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@CQU 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@CQU 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@CQU 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@CQU 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