For more recent papers, please visit google scholar profiles of the authors.
- Rafiei, Mohammad H., Lynne V. Gauthier, Hojjat Adeli, and Daniel Takabi. "Self-Supervised Learning for Electroencephalography." IEEE transactions on neural networks and learning systems.
- Senanayake N, Podschwadt R, Takabi D, Calhoun VD, Plis SM. NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging Data. Neuroinformatics. 2021 May 4:1-8.
- Podschwadt, Robert, and Daniel Takabi. "Non-interactive Privacy Preserving Recurrent Neural Network Prediction with Homomorphic Encryption." 2021 IEEE 14th International Conference on Cloud Computing (CLOUD). IEEE, 2021.
- Xiong, Zuobin, et al. "Multi-source adversarial sample attack on autonomous vehicles." IEEE Transactions on Vehicular Technology 70.3 (2021): 2822-2835.
- Xiong, Zuobin, et al. "Privacy threat and defense for federated learning with non-iid data in AIoT." IEEE Transactions on Industrial Informatics 18.2 (2021): 1310-1321.
- Panzade, Prajwal, and Daniel Takabi. "Towards Faster Functional Encryption for Privacy-preserving Machine Learning." 2021 Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA). IEEE, 2021.
- Y. Lin, Z. Cai, X. Wang, F. Hao, L. Wang and A. M. V. V. Sai, "Multi-Round Incentive Mechanism for Cold Start-Enabled Mobile Crowdsensing," in IEEE Transactions on Vehicular Technology, vol. 70, no. 1, pp. 993-1007, Jan. 2021, doi: 10.1109/TVT.2021.3050339.
- He, Z., Sai, A.M.V.V., Huang, Y. et al. Differentially private approximate aggregation based on feature selection. J Comb Optim 41, 318–327 (2021). https://doi.org/10.1007/s10878-020-00666-1
- A. M. V. Venkata Sai, K. Zhang and Y. Li, "User Motivation Based Privacy Preservation in Location Based Social Networks," 2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI), 2021, pp. 471-478, doi: 10.1109/SWC50871.2021.00070.
- Podschwadt R, Takabi D. Classification of Encrypted Word Embeddings using Recurrent Neural Networks. InPrivateNLP@ WSDM 2020 (pp. 27-31).
- Xiong, Zuobin, et al. "Adgan: protect your location privacy in camera data of auto-driving vehicles." IEEE Transactions on Industrial Informatics 17.9 (2020): 6200-6210.
- A. M. V. Venkata Sai and Y. Li, "A Survey on Privacy Issues in Mobile Social Networks," in IEEE Access, vol. 8, pp. 130906-130921, 2020, doi: 10.1109/ACCESS.2020.3009691.
- J. Li, A. M. V. V. Sai, X. Cheng, W. Cheng, Z. Tian and Y. Li, "Sampling-based approximate skyline query in sensor equipped IoT networks," in Tsinghua Science and Technology, vol. 26, no. 2, pp. 219-229, April 2021, doi: 10.26599/TST.2019.9010060.
- Wang, Y., Tao, X., Zhao, F. et al. SLA-aware resource scheduling algorithm for cloud storage. J Wireless Com Network 2020, 6 (2020). https://doi.org/10.1186/s13638-019-1604-0
- F. Zhao, Y. Huang, A. M. V. V. Sai and Y. Wu, "A Cluster-based Solution to Achieve Fairness in Federated Learning," 2020 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), 2020, pp. 875-882, doi: 10.1109/ISPA-BDCloud-SocialCom-SustainCom51426.2020.00135.
- Xiong, Zuobin, et al. "Privacy-preserving auto-driving: a GAN-based approach to protect vehicular camera data." 2019 IEEE International Conference on Data Mining (ICDM). IEEE, 2019.
- K. Yan, G. Luo, X. Zheng, L. Tian and A. Maradapu Vera Venkata Sai, "A Comprehensive Location-Privacy-Awareness Task Selection Mechanism in Mobile Crowd-Sensing," in IEEE Access, vol. 7, pp. 77541-77554, 2019, doi: 10.1109/ACCESS.2019.2921274.
- He, Z., Lin, Y., Liang, Y., Wang, X., Vera Venkata Sai, A.M., Cai, Z. (2019). Modeling Malware Propagation Dynamics and Developing Prevention Methods in Wireless Sensor Networks. In: Du, DZ., Pardalos, P., Zhang, Z. (eds) Nonlinear Combinatorial Optimization. Springer Optimization and Its Applications, vol 147. Springer, Cham. https://doi.org/10.1007/978-3-030-16194-1_10
- K. Yan, G. Lu, G. Luo, X. Zheng, L. Tian and A. Maradapu Vera Venkata Sai, "Location Privacy-Aware Task Bidding and Assignment for Mobile Crowd-Sensing," in IEEE Access, vol. 7, pp. 131929-131943, 2019, doi: 10.1109/ACCESS.2019.2940738.