Abhishek Singh
Institute of Management Technology(IN)ABES Engineering College
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Adversarial Robustness in Machine Learning, Topic Modeling, Natural Language Processing Techniques, Cryptography and Data Security
Most-Cited Works
- → FedML: A Research Library and Benchmark for Federated Machine Learning(2020)357 cited
- → Privacy in Deep Learning: A Survey(2020)98 cited
- → Incorporating Emoji Descriptions Improves Tweet Classification(2019)67 cited
- → Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation(2020)50 cited
- → Detailed comparison of communication efficiency of split learning and federated learning(2019)44 cited
- → Building a Digital Health Twin for Personalized Intervention: The EPI Project(2020)41 cited
- → WSN-IoT Clustering for Secure Data Transmission in E-Health Sector using Green Computing Strategy(2021)29 cited
- → Classification of Malware using Deep Learning Techniques(2021)26 cited
- → NoPeek: Information leakage reduction to share activations in distributed deep learning(2020)10 cited