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2020 – today
- 2024
[j105]Kai Yang
, Qiang Li, Haining Wang, Limin Sun, Jiqiang Liu:
Fingerprinting Industrial IoT devices based on multi-branch neural network. Expert Syst. Appl. 238(Part F): 122371 (2024)- [j104]Yongkai Fan, Kaile Ma, Linlin Zhang, Jiqiang Liu, Naixue Xiong, Shui Yu:
VeriCNN: Integrity verification of large-scale CNN training process based on zk-SNARK. Expert Syst. Appl. 255: 124531 (2024) - [j103]Meng Li, Jiqiang Liu, Yeping Yang:
Automated Identification of Sensitive Financial Data Based on the Topic Analysis. Future Internet 16(2): 55 (2024) - [j102]Di Zhai, Jiqiang Liu, Tao Zhang, Jian Wang, Hongyang Du, Tianhao Liu, Tianxi Wang, Chuan Zhang, Jiawen Kang, Dusit Niyato:
EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things. IEEE Internet Things J. 11(20): 32464-32477 (2024) - [j101]Tianhao Liu, Jiqiang Liu, Tao Zhang, Jian Wang, Zhenhui Yuan, Minrui Xu, Di Zhai, Tianxi Wang, Hongyang Du, Dusit Niyato:
Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT. IEEE Internet Things J. 11(21): 34229-34242 (2024) - [j100]Xuezhi Wen, Meiqi Gao, Nan Wang, Jiahui Ma, Dalin Zhang, Xibin Zhao, Jiqiang Liu:
Fairness based on anomaly score and adaptive weight in network attack detection. Inf. Sci. 678: 120972 (2024) - [j99]Junfeng An, Mengmeng Lu, Gang Li, Jiqiang Liu, Chongqing Wang:
Automated subway touch button detection using image process. J. Big Data 11(1): 119 (2024) - [j98]Zhenyan Ji, Deyan Kong, Yanyan Yang, Jiqiang Liu, Zhao Li:
ASSL-HGAT: Active semi-supervised learning empowered heterogeneous graph attention network. Knowl. Based Syst. 290: 111567 (2024) - [j97]Yalun Wu, Yingxiao Xiang, Endong Tong, Yuqi Ye, Zhibo Cui, Yunzhe Tian, Lejun Zhang, Jiqiang Liu, Zhen Han, Wenjia Niu:
Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation. IEEE Netw. 38(3): 63-69 (2024) - [j96]Junfeng An, Jiqiang Liu, Mengmeng Lu, Gang Li, Huasheng Sun:
Image change combined with CNN power subway vent valve state monitoring. Signal Image Video Process. 18(3): 2151-2166 (2024) - [j95]Jinke Song, Qiang Li, Haining Wang, Jiqiang Liu:
PKVIC: Supplement Missing Software Package Information in Security Vulnerability Reports. IEEE Trans. Dependable Secur. Comput. 21(4): 3785-3800 (2024) - [j94]Jingye Shi, Mengge Zhang, Yuewu Hou, Ruicong Zhi, Jiqiang Liu:
A Multitask Network and Two Large-Scale Datasets for Change Detection and Captioning in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j93]Jingye Shi, Ruicong Zhi, Jingru Zhao, Yuewu Hou, Zeyong Zhao, Jingyi Wu, Jiqiang Liu:
A Double-Head Global Reasoning Network for Object Detection of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j92]Xiaohan Yuan, Jiqiang Liu, Bin Wang, Wei Wang, Bin Wang, Tao Li, Xiaobo Ma, Witold Pedrycz:
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks. IEEE Trans. Inf. Forensics Secur. 19: 777-792 (2024) - [j91]Yurong Hao, Xihui Chen, Wei Wang, Jiqiang Liu, Tao Li, Junyong Wang, Witold Pedrycz:
Eyes on Federated Recommendation: Targeted Poisoning With Competition and Its Mitigation. IEEE Trans. Inf. Forensics Secur. 19: 10173-10188 (2024) - [j90]Dalin Zhang, Chenyue Du, Yunjuan Peng, Jiqiang Liu, Sabah Mohammed, Alessandro Calvi:
A Multi-Source Dynamic Temporal Point Process Model for Train Delay Prediction. IEEE Trans. Intell. Transp. Syst. 25(11): 17865-17877 (2024) - [j89]Dongshang Deng, Xuangou Wu, Tao Zhang, Xiangyun Tang, Hongyang Du, Jiawen Kang, Jiqiang Liu, Dusit Niyato:
FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(12): 14787-14802 (2024) - [j88]Ruipeng Gao, Shuli Zhu, Lingkun Li, Xuyu Wang, Yuqin Jiang, Naiqiang Tan, Hua Chai, Peng Qi, Jiqiang Liu, Dan Tao:
Real-World Large-Scale Cellular Localization for Pickup Position Recommendation at Black-Hole. IEEE Trans. Mob. Comput. 23(12): 15114-15131 (2024) - [j87]Jinke Song, Shangfeng Wan, Min Huang, Jiqiang Liu, Limin Sun, Qiang Li:
Toward Automatically Connecting IoT Devices with Vulnerabilities in the Wild. ACM Trans. Sens. Networks 20(1): 6:1-6:26 (2024) - [j86]Yunzhe Tian, Dongyue Xu, Endong Tong, Rui Sun, Kang Chen, Yike Li, Thar Baker, Wenjia Niu, Jiqiang Liu:
Toward Learning Model-Agnostic Explanations for Deep Learning-Based Signal Modulation Classifiers. IEEE Trans. Reliab. 73(3): 1529-1543 (2024) - [j85]Haonan Tong, Dalin Zhang, Jiqiang Liu, Weiwei Xing, Lingyun Lu, Wei Lu, Yumei Wu:
MASTER: Multi-Source Transfer Weighted Ensemble Learning for Multiple Sources Cross-Project Defect Prediction. IEEE Trans. Software Eng. 50(5): 1281-1305 (2024) - [c83]Yibo Lian, Tao Zhang, Changqiao Xu, Wei Dong, Minrui Xu, Zhenyu Xiahou, Jiawen Kang, Jiqiang Liu, Dusit Niyato:
Deep Reinforcement Learning-Based Moving Target Defense for Multicast in Software-Defined Satellite Networks. ICC 2024: 4786-4791 - [c82]Lianying He, Dalin Zhang, Dongqing Zhu, Junwen Zhang, Rui Wang, Jiqiang Liu:
Path Exploration Strategy for Symbolic Execution based on Multi-strategy Active Learning. Internetware 2024 - [c81]Xiaoshu Cui, Yalun Wu, Yanfeng Gu, Qiong Li, Endong Tong, Jiqiang Liu, Wenjia Niu:
Lurking in the Shadows: Imperceptible Shadow Black-Box Attacks Against Lane Detection Models. KSEM (3) 2024: 220-232 - [c80]Jiayin Song, Yike Li, Yunzhe Tian, Xingyu Wu, Qiong Li, Endong Tong, Wenjia Niu, Zhenguo Zhang, Jiqiang Liu:
Knowledge-Driven Backdoor Removal in Deep Neural Networks via Reinforcement Learning. KSEM (3) 2024: 336-348 - [c79]Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang:
Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning. USENIX Security Symposium 2024 - [i27]Hangsheng Zhang, Dongqi Han, Yinlong Liu, Zhiliang Wang, Jiyan Sun, Shangyuan Zhuang, Jiqiang Liu, Jinsong Dong:
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors. CoRR abs/2401.10691 (2024) - [i26]Hangsheng Zhang, Jiqiang Liu, Jinsong Dong:
CARE: Ensemble Adversarial Robustness Evaluation Against Adaptive Attackers for Security Applications. CoRR abs/2401.11126 (2024) - [i25]Xiaoxiao Liu, Fan Xu, Nan Wang, Qinxin Zhao, Dalin Zhang, Xibin Zhao, Jiqiang Liu:
LTRDetector: Exploring Long-Term Relationship for Advanced Persistent Threats Detection. CoRR abs/2404.03162 (2024) - [i24]Xiaoyan Zhou, Ying Zhang, Wenjia Niu, Jiqiang Liu, Haining Wang, Qiang Li:
OSS Malicious Package Analysis in the Wild. CoRR abs/2404.04991 (2024) - [i23]Xiaoyan Zhou, Feiran Liang, Zhaojie Xie, Yang Lan, Wenjia Niu, Jiqiang Liu, Haining Wang, Qiang Li:
A Large-scale Fine-grained Analysis of Packages in Open-Source Software Ecosystems. CoRR abs/2404.11467 (2024) - [i22]Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Yongsheng Zhu, Guangquan Xu, Jiqiang Liu, Xiangliang Zhang:
Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning. CoRR abs/2406.06207 (2024) - [i21]Ying Zhang, Xiaoyan Zhou, Hui Wen, Wenjia Niu, Jiqiang Liu, Haining Wang, Qiang Li:
Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models. CoRR abs/2407.08532 (2024) - [i20]Chao Li, Runhua Xu, Balaji Palanisamy, Li Duan, Meng Shen, Jiqiang Liu, Wei Wang:
Blockchain Takeovers in Web 3.0: An Empirical Study on the TRON-Steem Incident. CoRR abs/2407.17825 (2024) - 2023
- [j84]Meng Li, Jiqiang Liu, Yeping Yang:
Financial Data Quality Evaluation Method Based on Multiple Linear Regression. Future Internet 15(10): 338 (2023) - [j83]Li Duan, Yangyang Sun, Wei Ni, Weiping Ding, Jiqiang Liu, Wei Wang:
Attacks Against Cross-Chain Systems and Defense Approaches: A Contemporary Survey. IEEE CAA J. Autom. Sinica 10(8): 1647-1667 (2023) - [j82]Tong Chen, Jiqiang Liu, Thar Baker, Yalun Wu, Yingxiao Xiang, Yike Li, Wenjia Niu, Endong Tong, Albert Y. Zomaya:
A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. IEEE Trans. Artif. Intell. 4(5): 1089-1100 (2023) - [j81]Heng Ye, Qiang Zeng, Jiqiang Liu, Xiaojiang Du, Wei Wang:
Easy Peasy: A New Handy Method for Pairing Multiple COTS IoT Devices. IEEE Trans. Dependable Secur. Comput. 20(4): 3483-3494 (2023) - [j80]Dalin Zhang, Yi Xu, Yunjuan Peng, Chenyue Du, Nan Wang, Mincong Tang, Lingyun Lu, Jiqiang Liu:
An Interpretable Station Delay Prediction Model Based on Graph Community Neural Network and Time-Series Fuzzy Decision Tree. IEEE Trans. Fuzzy Syst. 31(2): 421-433 (2023) - [j79]Yuqing Zhu, Jiqiang Liu:
Constructing CM Fields for NFS to Accelerate DL Computation in Non-Prime Finite Fields. IEEE Trans. Inf. Theory 69(6): 4045-4055 (2023) - [j78]Xudong He, Jian Wang, Jiqiang Liu, Weiping Ding, Zhen Han, Bin Wang, Jamel Nebhen, Wei Wang:
DNS Rebinding Threat Modeling and Security Analysis for Local Area Network of Maritime Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24(2): 2643-2655 (2023) - [c78]Xiaoting Lyu, Yufei Han, Wei Wang, Jingkai Liu, Bin Wang, Jiqiang Liu, Xiangliang Zhang:
Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning. AAAI 2023: 9020-9028 - [c77]Chao Li, Balaji Palanisamy, Runhua Xu, Li Duan, Jiqiang Liu, Wei Wang:
How Hard is Takeover in DPoS Blockchains? Understanding the Security of Coin-based Voting Governance. CCS 2023: 150-164 - [c76]Yingying Yao, Xiaolin Chang, Lin Li, Jiqiang Liu, Jelena V. Misic, Vojislav B. Misic:
DIDs-Assisted Secure Cross-Metaverse Authentication Scheme for MEC-Enabled Metaverse. ICC 2023: 6318-6323 - [c75]Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu:
Robust Reinforcement Learning via Progressive Task Sequence. IJCAI 2023: 455-463 - [c74]Yunzhe Tian, Yike Li, Kang Chen, Endong Tong, Wenjia Niu, Jiqiang Liu, Fangyun Qin, Zheng Zheng:
Mitigating Overfitting for Deep Learning-based Aging-related Bug Prediction via Brain-inspired Regularization in Spiking Neural Networks. ISSREW 2023: 214-221 - [c73]Tianxi Wang, Jiqiang Liu, Tianhao Liu, Di Zhai, Jian Wang, Tao Zhang:
Secure and Scalable Blockchain for IIoT with Dual Compression Scheme. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2023: 1-6 - [c72]Pengna Liu, Ziyan Qiao, Yalun Wu, Kang Chen, Jiasong Hou, Yingqi Cai, Liqun Chu, Endong Tong, Wenjia Niu, Jiqiang Liu:
Traffic Signal Timing Optimization Based on Intersection Importance in Vehicle-Road Collaboration. ML4CS 2023: 74-89 - [c71]Shuli Zhu, Lingkun Li, Xuyu Wang, Changcheng Liu, Yuqin Jiang, Zengwei Huo, Hua Chai, Jiqiang Liu, Dan Tao, Ruipeng Gao:
Experience: Large-scale Cellular Localization for Pickup Position Recommendation at Black-hole. MobiCom 2023: 84:1-84:15 - [i19]Nan Wang, Xuezhi Wen, Dalin Zhang, Xibin Zhao, Jiahui Ma, Mengxia Luo, Sen Nie, Shi Wu, Jiqiang Liu:
TBDetector: Transformer-Based Detector for Advanced Persistent Threats with Provenance Graph. CoRR abs/2304.02838 (2023) - [i18]Chao Li, Balaji Palanisamy, Runhua Xu, Li Duan, Jiqiang Liu, Wei Wang:
How Hard is Takeover in DPoS Blockchains? Understanding the Security of Coin-based Voting Governance. CoRR abs/2310.18596 (2023) - 2022
- [j77]Yingying Yao, Xiaolin Chang, Lin Li, Jiqiang Liu, Hong Wang:
Dual Privacy-Preserving Lightweight Navigation System for Vehicular Networks. IEEE Access 10: 121120-121132 (2022) - [j76]Xiao Zhang, Jiqiang Liu, Zhongjie Ba, Yaodong Tao, Xiaochun Cheng:
MobiScan: An enhanced invisible screen-camera communication system for IoT applications. Trans. Emerg. Telecommun. Technol. 33(4) (2022) - [j75]Yingxiao Xiang, Chao Li, Tong Chen, Yike Li, Endong Tong, Wenjia Niu, Qiong Li, Jiqiang Liu, Wei Wang:
Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System. IEICE Trans. Inf. Syst. 105-D(2): 280-288 (2022) - [j74]Yixiang Wang, Jiqiang Liu, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic:
IWA: Integrated gradient-based white-box attacks for fooling deep neural networks. Int. J. Intell. Syst. 37(7): 4253-4276 (2022) - [j73]Yixiang Wang, Jiqiang Liu, Xiaolin Chang, Ricardo J. Rodríguez, Jianhua Wang:
DI-AA: An interpretable white-box attack for fooling deep neural networks. Inf. Sci. 610: 14-32 (2022) - [j72]Yixiang Wang, Jiqiang Liu, Xiaolin Chang, Jianhua Wang, Ricardo J. Rodríguez:
AB-FGSM: AdaBelief optimizer and FGSM-based approach to generate adversarial examples. J. Inf. Secur. Appl. 68: 103227 (2022) - [j71]Yanling Dong, Shufen Zhang, Jingcheng Xu, Haoshi Wang, Jiqiang Liu:
Random Forest Algorithm Based on Linear Privacy Budget Allocation. J. Database Manag. 33(2): 1-19 (2022) - [j70]Heng Ye, Jiqiang Liu, Hao Zhen, Wenbin Jiang, Bin Wang, Wei Wang:
VREFL: Verifiable and Reconnection-Efficient Federated Learning in IoT scenarios. J. Netw. Comput. Appl. 207: 103486 (2022) - [j69]Peng Wu, Zhenjie Hou, Jiqiang Liu, Jinzhao Wu:
Reasoning Method Based on Intervals with Symmetric Truncated Normal Density. Symmetry 14(1): 25 (2022) - [j68]Jin Li, Heng Ye, Tong Li, Wei Wang, Wenjing Lou, Y. Thomas Hou, Jiqiang Liu, Rongxing Lu:
Efficient and Secure Outsourcing of Differentially Private Data Publishing With Multiple Evaluators. IEEE Trans. Dependable Secur. Comput. 19(1): 67-76 (2022) - [j67]Qiang Li, Dawei Tan, Xin Ge, Haining Wang, Zhi Li, Jiqiang Liu:
Understanding Security Risks of Embedded Devices Through Fine-Grained Firmware Fingerprinting. IEEE Trans. Dependable Secur. Comput. 19(6): 4099-4112 (2022) - [j66]Yike Li, Wenjia Niu, Yunzhe Tian, Tong Chen, Zhiqiang Xie, Yalun Wu, Yingxiao Xiang, Endong Tong, Thar Baker, Jiqiang Liu:
Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation. IEEE Trans. Green Commun. Netw. 6(3): 1448-1458 (2022) - [j65]Endong Tong, Wenjia Niu, Jiqiang Liu:
A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering. IEEE Trans. Serv. Comput. 15(6): 3115-3128 (2022) - [c70]Dan Su, Jiqiang Liu, Sencun Zhu, Xiaoyang Wang, Wei Wang:
Alexa Skills: Security Vulnerabilities and Countermeasures. CNS 2022: 1-9 - [c69]Di Zhai, Jian Wang, Jiqiang Liu, Tianhao Liu, Wenjia Niu:
Efficient-HotStuff: A BFT Blockchain Consensus with Higher Efficiency and Stronger Robustness. ICPADS 2022: 217-225 - [c68]Ziyan Qiao, Rui Sun, Shiyao Chen, Dong Zi, Xingyu Wu, Qian Wang, Endong Tong, Wenjia Niu, Jiqiang Liu:
Adapting on Road Traffic-Oriented Controlled Optimization of Phases to Heterogeneous Intersections. Intelligent Information Processing 2022: 522-535 - [c67]Yingying Yao, Xiaolin Chang, Lin Li, Jiqiang Liu, Jelena V. Misic, Vojislav B. Misic:
Metaverse-AKA: A Lightweight and PrivacyPreserving Seamless Cross-Metaverse Authentication and Key Agreement Scheme. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 2421-2427 - 2021
- [j64]Tong Chen, Jiqiang Liu, Yingxiao Xiang, Wenjia Niu, Endong Tong, Shuoru Wang, He Li, Liang Chang, Gang Li, Qi Alfred Chen:
Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. Int. J. Intell. Syst. 36(5): 2323-2346 (2021) - [j63]Yingdi Wang, Yunzhe Tian, Jiqiang Liu, Wenjia Niu, Endong Tong:
A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning. J. Circuits Syst. Comput. 30(13): 2150229:1-2150229:21 (2021) - [j62]Tong Chen, Jiqiang Liu, He Li, Shuoru Wang, Wenjia Niu, Endong Tong, Liang Chang, Qi Alfred Chen, Gang Li:
Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. J. Comput. Sci. Technol. 36(5): 1002-1021 (2021) - [j61]Yunzhe Tian, Jiqiang Liu, Endong Tong, Wenjia Niu, Liang Chang, Qi Alfred Chen, Gang Li, Wei Wang:
Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure. Secur. Commun. Networks 2021: 6631247:1-6631247:13 (2021) - [j60]Endong Tong, Wenjia Niu, Yunzhe Tian, Jiqiang Liu, Thar Baker, Sandeep Verma, Zheli Liu:
A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things. IEEE Trans. Green Commun. Netw. 5(2): 645-657 (2021) - [j59]Lun Li, Xiaolin Chang, Jingxian Liu, Jiqiang Liu, Zhu Han:
Bit2CV: A Novel Bitcoin Anti-Fraud Deposit Scheme for Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 22(7): 4181-4193 (2021) - [j58]Lichen Cheng, Jiqiang Liu, Yi Jin, Yidong Li, Wei Wang:
Account Guarantee Scheme: Making Anonymous Accounts Supervised in Blockchain. ACM Trans. Internet Techn. 21(1): 11:1-11:19 (2021) - [j57]Qiang Li, Zhihao Wang, Dawei Tan, Jinke Song, Haining Wang, Limin Sun, Jiqiang Liu:
GeoCAM: An IP-Based Geolocation Service Through Fine-Grained and Stable Webcam Landmarks. IEEE/ACM Trans. Netw. 29(4): 1798-1812 (2021) - [c66]Guozhi Zhang, Jiqiang Liu, Xiaolin Chang:
Mec2: Mobile Edge Computing enabled Caching Framework for Internet of Vehicles. BigCom 2021: 14-21 - [c65]Qiang Li, Jinke Song, Dawei Tan, Haining Wang, Jiqiang Liu:
PDGraph: A Large-Scale Empirical Study on Project Dependency of Security Vulnerabilities. DSN 2021: 161-173 - [c64]Shuang Zhao, Yalun Wu, Rui Sun, Xiaoai Qian, Dong Zi, Zhiqiang Xie, Endong Tong, Wenjia Niu, Jiqiang Liu, Zhen Han:
Blockchain-based decentralized federated learning: A secure and privacy-preserving system. HPCC/DSS/SmartCity/DependSys 2021: 941-948 - [c63]Zhiqiang Xie, Yingxiao Xiang, Yike Li, Shuang Zhao, Endong Tong, Wenjia Niu, Jiqiang Liu, Jian Wang:
Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning. ICA3PP (1) 2021: 660-675 - [c62]Yufei Liu, Jiqiang Liu, Jian Wang, Tianhao Liu, Xudong He:
BSS-ITS: Blockchain Scaling Scheme with Sharding for Intelligent Transportation System: Scale Blockchain for Better Data Exchange and Storage with Full Sharding for Intelligent Transportation System. ICBTA 2021: 128-134 - [c61]Tianhao Liu, Jiqiang Liu, Jian Wang, Di Zhai, Yufei Liu, Xudong He:
Anonymous Storage and Verification Model of IIoT Based on Blockchain: Anonymous storage and verification model of IIoT production status based on blockchain. ICBTA 2021: 144-150 - [c60]Yalun Wu, Minglu Song, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Bowei Jia, Haixiang Huang, Qiong Li, Jiqiang Liu:
Improving Convolutional Neural Network-Based Webshell Detection Through Reinforcement Learning. ICICS (1) 2021: 368-383 - [c59]Tong Chen, Yingxiao Xiang, Yike Li, Yunzhe Tian, Endong Tong, Wenjia Niu, Jiqiang Liu, Gang Li, Qi Alfred Chen:
Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory. SRDS 2021: 299-309 - [i17]Yixiang Wang, Jiqiang Liu, Xiaolin Chang:
Generalizing Adversarial Examples by AdaBelief Optimizer. CoRR abs/2101.09930 (2021) - [i16]Yixiang Wang, Jiqiang Liu, Xiaolin Chang, Jelena V. Misic, Vojislav B. Misic:
IWA: Integrated Gradient based White-box Attacks for Fooling Deep Neural Networks. CoRR abs/2102.02128 (2021) - [i15]Dan Su, Jiqiang Liu, Sencun Zhu, Xiaoyang Wang, Wei Wang, Xiangliang Zhang:
AppQ: Warm-starting App Recommendation Based on View Graphs. CoRR abs/2109.03798 (2021) - [i14]Yixiang Wang, Jiqiang Liu, Xiaolin Chang, Jianhua Wang, Ricardo J. Rodríguez:
DI-AA: An Interpretable White-box Attack for Fooling Deep Neural Networks. CoRR abs/2110.07305 (2021) - 2020
- [j56]Yixiang Wang, ShaoHua Lv, Jiqiang Liu, Xiaolin Chang, Jinqiang Wang:
On the combination of data augmentation method and gated convolution model for building effective and robust intrusion detection. Cybersecur. 3(1): 23 (2020) - [j55]Heng Ye, Jiqiang Liu, Wei Wang, Ping Li, Tong Li, Jin Li:
Secure and efficient outsourcing differential privacy data release scheme in Cyber-physical system. Future Gener. Comput. Syst. 108: 1314-1323 (2020) - [j54]Ziqi Yan, Gang Li, Jiqiang Liu:
Private rank aggregation under local differential privacy. Int. J. Intell. Syst. 35(10): 1492-1519 (2020) - [j53]Lun Li, Jiqiang Liu, Xiaolin Chang, Tianhao Liu, Jingxian Liu:
Toward conditionally anonymous Bitcoin transactions: A lightweight-script approach. Inf. Sci. 509: 290-303 (2020) - [j52]Wei Wang, Yaoyao Shang, Yongzhong He, Yidong Li, Jiqiang Liu:
BotMark: Automated botnet detection with hybrid analysis of flow-based and graph-based traffic behaviors. Inf. Sci. 511: 284-296 (2020) - [j51]Xinyu Huang, Yunzhe Tian, Yifei He, Endong Tong, Wenjia Niu, Chenyang Li, Jiqiang Liu, Liang Chang:
Exposing Spoofing Attack on Flocking-Based Unmanned Aerial Vehicle Cluster: A Threat to Swarm Intelligence. Secur. Commun. Networks 2020: 8889122:1-8889122:15 (2020) - [j50]Shuo Qiu, Boyang Wang, Ming Li, Jiqiang Liu, Yanfeng Shi:
Toward Practical Privacy-Preserving Frequent Itemset Mining on Encrypted Cloud Data. IEEE Trans. Cloud Comput. 8(1): 312-323 (2020) - [j49]Xing Liu, Jiqiang Liu, Sencun Zhu, Wei Wang, Xiangliang Zhang:
Privacy Risk Analysis and Mitigation of Analytics Libraries in the Android Ecosystem. IEEE Trans. Mob. Comput. 19(5): 1184-1199 (2020) - [j48]Yike Li, Yingxiao Xiang, Endong Tong, Wenjia Niu, Bowei Jia, Long Li, Jiqiang Liu, Zhen Han:
An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method. Wirel. Commun. Mob. Comput. 2020: 8823300:1-8823300:14 (2020) - [c58]Wenping Ji, Jian Wang, Xudong He, Jiqiang Liu:
Malware Analysis Method Based Random Access Memory in Android. ATIS 2020: 78-94 - [c57]Bowei Jia, Yunzhe Tian, Di Zhao, Xiaojin Wang, Chenyang Li, Wenjia Niu, Endong Tong, Jiqiang Liu:
Bidirectional RNN-Based Few-Shot Training for Detecting Multi-stage Attack. Inscrypt 2020: 37-52 - [c56]Xudong He, Jian Wang, Jiqiang Liu, Zhen Han, Zhuo Lv, Wei Wang:
DNS Rebinding Detection for Local Internet of Things Devices. FCS 2020: 19-29 - [c55]Yunzhe Tian, Yingdi Wang, Endong Tong, Wenjia Niu, Liang Chang, Qi Alfred Chen, Gang Li, Jiqiang Liu:
Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples. ICPADS 2020: 430-437 - [c54]Xiaojin Wang, Yingxiao Xiang, Wenjia Niu, Endong Tong, Jiqiang Liu:
Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System. ICPADS 2020: 667-672 - [c53]Xu Gao, Jiqiang Liu, Yike Li, Xiaojin Wang, Yingxiao Xiang, Endong Tong, Wenjia Niu, Zhen Han:
Queue Length Estimation Based Defence Against Data Poisoning Attack for Traffic Signal Control. Intelligent Information Processing 2020: 254-265 - [c52]