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數據科學: 學科最新文章

Lei, Y., Ye, D., Shen, S., Sui, Y.,  Zhu, T. & Zhou, W. (2023). New challenges in reinforcement learning: a survey of security and privacy. Artificial Intelligence Review, 56(7), 7195-7236.


Long, Y., Ying, Z., Yan, H., Fang, R., Li, X., Wang, Y. & Pan, Z. (2023). Membership reconstruction attack in deep neural networks. Information Sciences, 63427-41.


Hu, X., Zhu, T., Zhai, X, Wang, H., Zhou, W. & Zhao, W. (2023). Privacy Data Diffusion Modeling and Preserving in Online Social Network. IEEE Transactions on Knowledge and Data Engineering, 35(6), 6224-6237.


Zhang, T., Zhang, L., Wu, Q., Mu, Y. & Rezaeibagha, F. (2023). Redactable Blockchain-Enabled Hierarchical Access Control Framework for Data Sharing in Electronic Medical Records. IEEE Systems Journal, 17(2), 1962-1973.


Ying, Z., Zhang, G., Pan, Z., Chu, C. & Liu, X. (2023). FedECG: A federated semi-supervised learning framework for electrocardiogram abnormalities prediction. Journal of King Saud University - Computer and Information Sciences, 35(6). 


Feng, X., Cui, K., Jiang, H. & Wang, L. (2023). A Source Authentication Scheme for Road Condition Monitoring Using Consortium Blockchain. IEEE Transactions on Vehicular Technology, 72(5). 6428-6444.


Tian, H., Liu, B., Zhu, T., Zhou, W. & Yu, P.S. (2023). CIFair: Constructing continuous domains of invariant features for image fair classifications. Knowledge-Based Systems, 268.


Zhang, L., Zhu, T., Xiong, P., Zhou, W. & Yu, P.S. (2023). A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy. IEEE Transactions on Knowledge and Data Engineering, 35(4), 3333-3346.


Hu, X., Zhu, T., Zhai, X., Zhou, W. & Zhao, W. (2023). Privacy Data Propagation and Preservation in Social Media: A Real-World Case Study. IEEE Transactions on Knowledge and Data Engineering, 35(4), 4137-4150.


Zhu, T., Ye, D., Cheng, Z., Zhou, W. & Yu, P.S. (2023). Learning Games for Defending Advanced Persistent Threats in Cyber Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(4), 2410-2422.


Sun, H., Zhu, T., Zhang, Z., Jin, D., Xiong, P. & Zhou, W. (2023). Adversarial Attacks Against Deep Generative Models on Data: A Survey. IEEE Transactions on Knowledge and Data Engineering, 35(4), 3367-3388.


Zhou, Y., Wang, Z., Qiao, Z., Wang, Y., Yang, B., Mu, Y. & Zhang, M. (2023). Identity-Based Encryption with Continuous Leakage-Resilient CCA Security from Static Complexity Assumption. Computer Journal, 66(4), 924-940.


Li, Z., Kong, H., Wong, C.-S. (2023). Neural Network-Based Identification of Cloud Types from Ground-Based Images of Cloud Layers. Applied Sciences (Switzerland), 13(7). 


Zhai, X., Tang, Z., Liu, Z., Zhou, W., Hu, H., Fei, G. & Hu, G. (2023). Sparse representation for heterogeneous information networks. Neurocomputing, 525111-122.


Zhang, G., Liu, B., Zhu, T., Ding, M. & Zhou, W. (2023). Label-Only Membership Inference Attacks and Defenses in Semantic Segmentation Models. IEEE Transactions on Dependable and Secure Computing, 20(2), 1435-1449.


Chen, L., Xue, Y., Mu, Y., Zeng, L., Rezaeibagha, F. & Deng, R.H. (2023). CASE-SSE: Context-Aware Semantically Extensible Searchable Symmetric Encryption for Encrypted Cloud Data. IEEE Transactions on Services Computing, 16(2), 1011-1022.


Wang, Y., Wang, P., Kong, H. & Wong, C.-S. (2023). Tsunamis in Lingding Bay, China, caused by the 2022 Tonga volcanic eruption. Geophysical Journal International, 232(3), 2175-2185.


Zhang, J., Wang, Y., Ma, Z., Yang, X., Ying, Z. & Ma, J. (2023). A Location-Aware Verifiable Outsourcing Data Aggregation in Multiblockchains. IEEE Internet of Things Journal, 10(6), 4783-4798.


Mai, J., Wu, Y., Liu, Z., Guo, J., Ying, Z., Chen, X. & Cui, S. (2023). Anomaly detection method for vehicular network based on collaborative deep support vector data description. Physical Communication, 56.


Su, J., Liu, W., Zhao, H., Wang, W., & Shi, C. (2023). Data Security Mining Method for Social Media Users’ Mental Health Status Test Based on Machine Learning Algorithm. Paper presented at the Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST.


周彥志,朱家偉 & 國特. (2023). 基于PMC模型的粵港澳大灣區人才引進政策量化評價. 南京工程學院學報(社會科學版)(01),83-90. doi:10.13960/j.issn.2096-238X.2023.01.014.