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Yang Liu, Jiabo Wang,*, Qinbo Liu, Mehdi Gheisari, Wanyin Xu, Zoe L. Jiang, Jiajia Zhang*. FedTC: a personalized federated learning method with two classifiers. Computers, Materials & Continua, vol. 76, no.3, pp. 3013–3027, 2023. (JCR Q3)
Firuz Kamalov, Mehdi Gheisari, Yang Liu*, Mohammad Reza Feylizadeh*, Sherif Moussa. Critical Controlling for the Network Security and Privacy Based on Blockchain Technology: A Fuzzy DEMATEL Approach. Sustainability 2023, 15, 10068. https://doi.org/10.3390/su151310068 （JCR Q2）
Hengyan Zhang, Weizhe Zhang*, Yuming Feng, Yang Liu. SVScanner: Detecting smart contract vulnerabilities via deep semantic extraction, Journal of Information Security and Applications, Volume 75, 2023, 103484, ISSN 2214-2126, https://doi.org/10.1016/j.jisa.2023.103484. （JCR Q2）
罗基，刘洋*.基于目标分布的模型提取攻击方法研究.网络空间安全 (CCF T3).
Qian Chen, Yulin Wu, Xuan Wang, Zoe L. Jiang, Weizhe Zhang, Yang Liu, Mamoun Alazab. A Generic Cryptographic Deep-Learning Inference Platform for Remote Sensing Scenes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2023.3260867. (JCR Q1)
Yang Liu, Wanyin Xu*, Jiaxin Lai, Jiabo Wang. User-Centric Federated Matrix Factorization Based on Differential Privacy. IEEE Internet Computing. https://doi.org/10.1109/MIC.2023.3263896 (JCR Q2)
Yang Liu, Liangjie Lin*, Lin Jiang*, Weizhe Zhang, Xuan Wang, Mehdi Gheisari, Tao Gong, Chao Gao, Hamid Esmaeili Najafabadi. A Blockchain-based Privacy-Preserving Advertising Attribution Architecture: Requirements, Design, and a Prototype Implementation. Software: Practice and Experience. https://doi.org/10.1002/SPE.3209 (JCR Q2, CCF B)
Yang Liu, Ji Luo*, Yi Yang, Xuan Wang, Mehdi Gheisari, Feng Luo. ShrewdAttack: Low Cost High Accuracy Model Extraction. Entropy 25, no. 2: 282 (2023). https://doi.org/10.3390/e25020282 (JCR Q2)
Yan Zhu, Yuhuan Zhou, Yang Liu, Xuan Wang, Junyi Li*. SLGNN: synthetic lethality prediction in human cancers based on factor-aware knowledge graph neural network, Bioinformatics, Volume 39, Issue 2, February 2023, btad015, https://doi.org/10.1093/bioinformatics/btad015. (JCR Q1, CCF B)
Pyiyansi Parida, Chittaranjan Pradhan, Jafar A Alzubi, Amir Javadpour, Mehdi Gheisari*, Yang Liu*, Cheng-Chi Lee. Elliptic Curve Cryptographic Image Encryption Using Henon Map and Hopfield Chaotic Neural Network. Multimedia Tools and Applications. 2023. https://doi.org/10.1007/s11042-023-14607-7 (JCR Q2)
Mehdi Gheisari, Bahram Sadeghi Bigham, Ehsan Shojaeian, Amir Javadpour, Alisa Vorobeva, Ahmad Jalili, Yang Liu*. An Agile Privacy-Preservation Solution for IoT-based Smart City using Different Distributions. IEEE Open Journal of Vehicular Technology, vol. 4, pp. 356-362, 2023, doi: 10.1109/OJVT.2023.3243226.
Firuz Kamalov, Behrouz Pourghebleh, Mehdi Gheisari*, Yang Liu, Sheriff Moussa. Internet of Medical Things Privacy and Security: Challenges, Solutions, and Future Trends from a New Perspective. Sustainability. 2023; 15(4):3317. https://doi.org/10.3390/su15043317 (JCR Q2)
Mehdi Gheisari, Fereshteh Ebrahimzadeh, Mohamadtaghi Rahimi, Mahdieh Moazzamigodarzi, Yang Liu*, Pijush Kanti Dutta Pramanik, Mohammad Ali Heravi, Abolfazl Mehbodniya, Mustafa Ghaderzadeh, Mohammad Reza Feylizadeh*, Saeed Kosari. Deep learning: Applications, architectures, models, tools, and frameworks: A comprehensive survey. CAAI Transactions on Intelligence Technology. 1– 26 (2023). https://doi.org/10.1049/cit2.12180 (JCR Q1)
Jaisiva Selvaraj, Kumar Chandrasekaran, Ananth Kumar Tamilarasan, Mehdi Gheisari, Christian Fernández-Campusano, Yang Liu*, Naser Khodabakhshi-Javinani*. Design of advanced Aalborg inverter for extracting maximum power from renewable energy sources tied with autonomous grid system. IET Power Electronics. 00, 1– 14 (2023). https://doi.org/10.1049/pel2.12458 (JCR Q3)
田志成,张伟哲,乔延臣,刘洋. 基于模型解释的PE文件恶意代码对抗样本检测方法. 软件学报. （优先出版, CCF T1）
Mahdi Safaei Yaraziz, Ahmad Jalili, Mehdi Gheisari, Yang Liu. Recent trends towards privacy-preservation in Internet of Things, its challenges and future directions. IET Circuits Devices Syst. 1– 9 (2022). https://doi.org/10.1049/cds2.12138 (JCR Q4)
Y. Qiao, W. Zhang, Z. Tian, L. Yang, Y. Liu, M. Alazab Adversarial ELF Malware Detection Method Using Model Interpretation.IEEE Transactions on Industrial Informatics, vol. 19, no. 1, pp. 605-615, Jan. 2023, doi: 10.1109/TII.2022.3192901. (JCR Q1)
刘洋*, 林致远, 张玉玺, 蒋琳, 吴宇琳. 面向超级账本Fabric的多通道分片技术研究. 应用科学学报. (CCF T3)
Yang Liu*, Yuxi Zhang, Zhiyuan Lin, Zhaoguo Wang, Xuan Wang. Simulation method of blockchain system for public chain. Sensors. 2022; 22(24):9750. https://doi.org/10.3390/s22249750 (JCR Q2)
Nilayam Kumar Kamila, Subhendu Kumar PaniRashmi Prava Das, P.K. Bharti, Hamid Esmaeili Najafabadi, Mehdi Gheisari*, Yang Liu*. A Near-Optimal & Load Balanced Resilient System Design for High-Performance Computing Platform. Cluster Computing. https://doi.org/10.1007/s10586-022-03913-8 (JCR Q2)
Cuiyun Gao, Yaoxian Li, Shuhan Qi, Yang Liu*, Xuan Wang, Zibin Zheng, Qing Liao*.Listening to Users' Voice: Automatic Summarization of Helpful App Reviews. IEEE Transactions on Reliability, 2022, doi: 10.1109/TR.2022.3217566. (JCR Q1)
K. Athiappan, C. Karthik, M. Rajalaskshmi, C. Subrata,H. R. Dastjerdi, Y. Liu, C. Fenandez-Campusano, M. Gheisari*. Identifying Influencing Factors of Road Accidents in Emerging Road Accident Blackspots. Advances in Civil Engineering. Volume 2022, Article ID 9474323 | https://doi.org/10.1155/2022/9474323. (JCR Q3)
K. Wu, L. Wang, B. Liu, Y. Liu, Y. Wang, J. Li*. PSPGO: cross-species heterogeneous network propagation for protein function prediction. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2022, doi: 10.1109/TCBB.2022.3215257. (JCR Q1)
L. Kong, W. Luo, H. Zhang, Y. Liu and Y. Shi, "Evolutionary Multi-Label Adversarial Examples: An Effective Black-Box Attack" in IEEE Transactions on Artificial Intelligence, vol. 1, no. 01, pp. 1-12, 5555. doi: 10.1109/TAI.2022.3198629
Q. Liu, Z. Jin, J. Wang, Y. Liu*, W. Luo. MSRA-Fed: A Communication-Efficient Federated Learning Method Based on Model Split and Representation Aggregate. ZTE Communications. 2022:20(3):35-42. (CCF T3)
Mahmoodi Khaniabadi, S., Javadpour, A*., Gheisari, M., Zhang, W., Liu, Y*., & Sangaiah, A. K.. An intelligent sustainable efficient transmission internet protocol to switch between User Datagram Protocol and Transmission Control Protocol in IoT computing. Expert Systems, e13129. https://doi.org/10.1111/exsy.13129（IF 2.812, JCR Q2 ）
Nima Jafarzadeh, Ahmad Jalili, Jafar A. Alzubi, Khosro Rezaee, Yang Liu*, Mehdi Gheisari, Bahram Sadeghi Bigham, Amir Javadpour. A novel buffering fault-tolerance approach for network on chip (NoC). IET Circuits Devices Syst. 1– 8 (2022). https://doi.org/10.1049/cds2.12127 (IF 1.269)
M. Gheisari, A. Javadpour, J. Gao, A. A. Abbasi, Q. Pham, Y. Liu. PPDMIT: a lightweight architecture for privacy-preserving data aggregation in the Internet of Things. Journal of Ambient Intelligence and Humanized Computing (2022): 1-13. https://doi.org/10.1007/s12652-022-03866-1 (IF 7.104, JCR Q1)
Y. Qiao, W. Zhang, Z. Tian, L. T. Yang, Y. Liu, M. Alazab, Adversarial malware sample generation method based on the prototype of deep learning detector. Computers & Security. 119: 102762. 2022. https://doi.org/10.1016/j.cose.2022.102762 (CCF B)
M. Gheisari, M. S. Yaraziz, J. A. Alzubi, C. Fernández-Campusano, M. R. Feylizadeh, S. Pirasteh, A. A. Abbasi, Y. Liu*, C. Lee*, An efficient cluster head selection for wireless sensor network-based smart agriculture systems. Computers and Electronics in Agriculture. 198: 107105. 2022. https://doi.org/10.1016/j.compag.2022.107105 (IF 5.565, JCR Q1 )
M. Gheisari, Z. Safari, M. Almasi, A. Najafabadi, A. Sridharan, R. G. K., Y. Liu*, A. Abbasi. A novel enhanced algorithm for efficient human tracking. International Journal of Informatics and Communication Technology (IJ-ICT). 11(1):1-7. 2022.
Y. Tian, W. Zhang, A. C. Simpson, Y. Liu* and Z. L. Jiang. Defending against Data Poisoning Attacks: From Distributed Learning to Federated Learning. The Computer Journal. bxab192, 2021. https://doi.org/10.1093/comjnl/bxab192 (CCF B)
W. Yang, Y. Qin, Z. Yi, X. Wang and Y. Liu, Providing Cache Consistency Guarantee for ICN-based IoT Based on Push Mechanism. IEEE Communications Letters, vol. 25, no. 12, pp. 3858-3862, Dec. 2021, doi: 10.1109/LCOMM.2021.3116238. (IF 3.436)
Y. Natarajan, K. Srihari, G. Dhiman, S. Chandragandhi, M. Gheisari, Y. Liu, C. Lee, K. K. Singh, K. Yadav, H. F. Alharbi. An IoT and Machine Learning-Based Routing Protocol for Reconfigurable Engineering Application. IET Communications. 16, 464– 475 (2022). https://doi.org/10.1049/cmu2.12266 (IF 1.664).
W. Luo, B. Duan, L. Ni and Y. Liu. Collaborative Detection of Community Structure in Multiple Private Networks. IEEE Transactions on Computational Social Systems, vol. 9, no. 2, pp. 612-623, April 2022, doi: 10.1109/TCSS.2021.3089535.
H. Wang, W. Zhang*, H. He, P. Liu, D. Luo, Y. Liu, J. Jiang, Y. Li, X. Zhang, W. Liu, R. Zhang, X. Lan. An Evolutionary Study of IoT Malware.EEE Internet of Things Journal, vol. 8, no. 20, pp. 15422-15440, 15 Oct.15, 2021, doi: 10.1109/JIOT.2021.3063840. (JCR Q1, IF 9.936)
Z. Li, Y. Tian, W. Zhang*, Q. Liao, Y. Liu*, X. Du and M. Guizani. RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything. IEEE Consumer Electronics Magazine, vol. 10, no. 5, pp. 93-101, 1 Sept. 2021, doi: 10.1109/MCE.2021.3059958 (JCR Q1, IF 4.016)
丁洛，李逸凡，于成龙，刘洋，王轩，漆舒汉*.基于多语义线索的跨模态视频检索算法，北京航空航天大学学报，2020. https://doi.org/10.13700/j.bh.1001-5965.2020.0470.
李泽睿，田宇琛，张伟哲，刘洋*. 中国移动应用隐私政策研究. 网络空间安全, 2020, 11(6):57-68. 2020.
Y. Liu* and A. C. Simpson. Ad-Selector: A privacy-preserving advertisement-selection mechanism for mobile devices. The Computer Journal. 60(8):1251-1270. 2017. (CCF B)
Y. Liu* and A. C. Simpson. Privacy-preserving targeted mobile advertising: Requirements, design, and a prototype implementation. Software: Practice and Experience. 46(12): 1657-1684. 2016. (CCF B)
Conference Paper
Yang Liu, Yuxi Zhang, Zhiyuan Lin, Zoe L. Jiang and Xuan Wang. The Problem of Node Records Forgery in Ethereum Network. The 29th International Conference on Computational & Experimental Engineering and Sciences (ICCES2023).
Tong Wu, Qinbo Liu, Binchang Li, Feng Luo, Weilong Li, Yang Liu*. Detection of conflicts between APP's Privacy Policy and Actual Behavior: A Security Analysis System. The 7th International Conference on Cryptography, Security and Privacy (CSP 2023).
Dejun Xiang, Jinghui Wu, Rui Zhou, Hang Sun and Yang Liu*. Research on the Application of Blockchain in Electricity Market. In Proceedings of the 6th 2022 International Conference on Wireless Communications, Networking and Applications (WCNA 2022).
Rui Zhou, Kangan Shu, Dejun Xiang, Hang Sun, and Yang Liu*. A Blockchain-based Electricity Retail Contracts Management System. In Proceedings of the 2022 4th Blockchain and Internet of Things Conference (BIOTC '22). Association for Computing Machinery, New York, NY, USA, 46–53. https://doi.org/10.1145/3559795.3559802
Yanglin Liu, Mehdi Gheisari, Yang Liu*. CFDMA: A Novel Click Fraud Detection Method in Mobile Advertising. The 4th International Conference on Data Intelligence and Security (ICDIS 2022).
Minghua Hou, Linlin Tang, Shuhan Qi and Yang Liu. A Robust Watermarking Method For Image Processing Models. The 4th International Conference on Data Intelligence and Security (ICDIS 2022).
Qian Chen, Lin Yao, Yulin Wu, Xuan Wang*, Weizhe Zhang, Zoe L. Jiang, Yang Liu, Mamoun Alazab. PyHENet: A Generic Framework for Privacy-Preserving DL Inference based on Fully Homomorphic Encryption. The 4th International Conference on Data Intelligence and Security (ICDIS 2022).
Zoe L. Jiang, Yijian Pan, Maoshun Fan, Lin Yao, Yang Liu, Yulin Wu, Siu-ming Yiu, Xuan Wang, Junbin Fang*. Local Energy Trading Platform Based on Privacy-Preserving Blockchain with Linkable Ring Signature. The 4th International Conference on Data Intelligence and Security (ICDIS 2022).
Chengjin Liu, ZoeL.Jiang, Xin Zhao, Qian Chen, Yang Liu, Xuan Wang. Multi-party secure logistic regression scheme based on leveled fully homomorphic encryption and trusted hardware. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). 2022
A. Jafar A., A. Movassagh, M. Gheisari, H. E. Najafabadi, A. A. Abbasi, Y. Liu*, Z. Pingmei, M. Izadpanahkakhk, and A. P. Najafabadi. "A Dynamic SDN-based Privacy-Preserving Approach for Smart City Using Trust Technique." In 2022 9th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS), pp. 1-5. IEEE, 2022.
C. Yu, M. Gheisari, Y. Liu*. A Lightweight Advertisement Ecosystem Simulation Platform for Security Analysis. Proceedings of the 6th International Conference on Cryptography, Security and Privacy (CSP), 2022, pp. 41-45, doi: 10.1109/CSP55486.2022.00016.
D. Liu, X. Qu, P. Zhou*, Y. Liu. Exploring Motion and Appearance Information for Temporal Sentence Grounding. AAAI Conference on Artificial Intelligence (AAAI 2022). 2021 (CCF A).
Y. Wang, Y. Song, D. Jiang, Y. Ding, X. Wang, Y. Liu, Q. Liao. FedSP: Federated Speaker Verification withPersonal Privacy Preservation. 21st International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021). 2021 (CCF C) .
L. Shi, J.Shu, W. Zhang, Y. Liu. HFL-DP: Hierarchical Federated Learning with Differential Privacy. Proceedings of The 2021 IEEE Global Communications Conference (GLOBECOM 2021). 2021 (CCF C) .
C. Yu, S. Qi, Y. Liu*. FedDeepFM: Ad CTR prediction based on Federated Factorization Machine. Proceedings of the 6th IEEE International Conference on Data Science in Cyberspace (IEEE DSC). 2021.
S.Afrasiabi, B. Behdani, M. Afrasiabi, M. Mohammadi, Y. Liu*, M. Gheisari*. A Comparative Analysis of Artificial Intelligence for Power Transformer Differential Protection. 2021 IEEE International Conference on Environment and Electrical Engineering (EEEIC 2021). 2021.
L. Jiang, H. Guo, Y. Pan, Y. Liu, X. Wang and J. Zhang. Secure Neural Network in Federated Learning with Model Aggregation under Multiple Keys. Proceedings of the 8th IEEE International Conference on Cyber Security and Cloud Computing (IEEE CSCloud 2021). 2021.
L. Tang, Z. Li, T. Qian, S. Qi, Y. Liu, J. Zhang, S. Shi, C. Liu and J. Su. Weighted Multi-task Sparse Representation Classifier for 3D Face Recognition. Proceedings of the 7th Euro-China Conference on Intelligent Data Analysis and Applications (ECC2021). 2021.
J. He, L. Tang*, J. Chen, T. Qian, S. Qi, Y. Liu and J. Zhang. Reversible Image Watermarking Based On Deep Learning. Proceedings of the 7th Euro-China Conference on Intelligent Data Analysis and Applications (ECC2021). 2021.
Z. Ning, L. Tang*, S. Qi and Y. Liu. Deep Learning on 3D Point Cloud for Semantic Segmentation. Proceedings of the 4th International Conference on Smart Vehicular Technology, Transportation, Communication and Applications (VTCA2021). 2021.
L. Lin, Y. Tian and Y. Liu*. A Blockchain-based Privacy-Preserving Recommendation Mechanism. Proceedings of the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021).2021.
H. Long, Z. Tian and Y. Liu*. Detecting Android Malware Based on Dynamic Feature Sequence and Attention Mechanism. Proceedings of the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021).2021.
Z. Li, B. Zhang, Y. Liu, Q. Liao*. PRTransE: Emphasize more important facts based on Pagerank for Knowledge Graph Completion. Proceedings of the 2020 International Conference on Cognitive Computing (ICCC2020). 2020.
Z. Hu, X. Zou, W. Xia*, S. Jin, D. Tao, Y. Liu, W. Zhang, Z. Zhang. Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. Proceedings of the 49th International Conference on Parallel Processing (ICPP 2020). 2020.
F. Liu, G. Wu and Y. Liu*. A Privacy-Preserving Friend Recommendation Mechanism for Online Social Networks. Proceedings of the 4th International Conference on Cryptography, Security and Privacy (ICCSP 2020).2020.
H. Li, X. Wang, S. Qi*, Y. Liu, H. Wang, F. Jia and J. Zhang. Solving Six-Player Games via Online Situation Estimation. Proceedings of the 31st International Conference on Tools with Artificial Intelligence (ICTAI 2019).2019.
Y. Liu* and A. C. Simpson. On the trade-off between privacy and utility in mobile services: A qualitative study. Proceedings of the 1st Workshop on Security, Privacy, Organizations, and Systems Engineering (SPOSE 2019).2019. Lecture Notes in Computer Science Volume 11980, Pages 261-278. 2020.
Y. Yin, Q. Liao, Y. Liu and R. Xu*. Structural-based Graph Publishing under Differential Privacy. Proceedings of the 2019 International Conference on Cognitive Computing (ICCC2019). 2019. Lecture Notes in Computer Science Volume 11518, Pages 67-78. 2019.
Y. Liu* and A. C. Simpson. Privacy-preserving targeted mobile advertising: Formal models and analysis. Proceedings of the 11th International Workshop on Data Privacy Management (DPM 2016). Lecture Notes in Computer Science Volume 9963, Pages 94-110. 2016.
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