Amit Kumar Singh

About

Amit Kumar Singh is currently an Associate Professor with the Computer Science and Engineering Department, National Institute of Technology Patna, Bihar, India. He received his PhD from National Institute of Technology Kurukshetra, Haryana, India in 2015. He has authored over 250 peer-reviewed journal, conference publications, and book chapters. He has authored three books and edited five books with internationally recognized publishers such Springer and Elsevier. Dr. Singh have been recognized as "WORLD RANKING OF TOP 2% SCIENTISTS" in the area of “Biomedical Research" (for Year 2020) and "Artificial Intelligence & Image Processing" (for the Year 2020-2024) according to the survey given by Stanford University, USA. He received “Best Researcher Award" in Computer Science (for Year 2021) given by the Universal Innovators Leadership Awards (UILA). Dr. Singh is the member of editorial advisory board, IEEE Spectrum and Associate Editor of IEEE Trans. On Multimedia, ACM Trans. Multimedia Comput. Commun. Appl. , IEEE Trans. Computat. Social Syst., IEEE Trans. Ind. Informat., IEEE J. Biomed. Heal. Informatics, IEEE Technology Policy and Ethics Newsletter, Journal of Intelligent Systems, De Gruyter, and former member of the editorial board of Telecommunication Systems, Springer, Eng. Appl. Artif. Intell., Elsevier, Multimedia Tools and Applications, Springer (2015-19), IEEE Access (2016-21), and IET Image Processing (2020-21). Dr. Singh is the series editor of The IET International Book Series on Multimedia Information Processing and Security (Since 2021). He has edited various international journal special issues as a lead guest editor such as IEEE Transactions on Industrial Informatics, ACM Transactions on Multimedia Computing, Communications, and Applications, ACM Transactions on Internet Technology, IEEE Access, Multimedia Tools and Applications, Springer, International Journal of Information Management, Elsevier, Journal of Ambient Intelligence and Humanized Computing, Springer Etc. He has obtained the memberships from several international academic organizations such as ACM and IEEE. His research interests include multimedia data hiding, image processing, biometrics, & Cryptography.

Employment

• National Institute of Technology Patna Faculty
  2018 - Present

Education

• National Institute of Technology Kurukshetra PhD
  2012 - Present
• Jaypee University of Information Technology M.Tech

Projects & Funding

Projects & funding information is unavailable.

Publications (231)

• NEWS-identifier: Identifying AI-generated content using statistical and robust Bi-LSTM
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2026.134852
  +Save
• Using dual uncertainty-aware knowledge distillation to compress image classification models with ownership protection through multimodal biometric traits
  Image and Vision Computing 2026 DOI: 10.1016/j.imavis.2026.106150
  +Save
• FedOwner: Protecting image classification models using black-box and white-box watermarking
  Image and Vision Computing 2026 DOI: 10.1016/j.imavis.2026.106113
  +Save
• Robust deep learning-based key generation for medical image security with usability through thumbnail-preserving encryption
  Image and Vision Computing 2026 DOI: 10.1016/j.imavis.2026.106051
  +Save
• RLDJ-W: A Reinforcement-Learning-Driven Joint Watermarking Framework for Privacy Leakage Detection in Digital Healthcare Systems
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2025.3627311
  +Save
• Skip-Mark: A Class-Based Skip-Connected Watermarking Technique for Ownership Protection of Medical Records
  IEEE MultiMedia 2026 DOI: 10.1109/MMUL.2026.3687548
  +Save
• EFSVMNet: Enhanced Feature-Selective Vision Mamba Network for Medical Image Segmentation
  ACM Transactions on Multimedia Computing, Communications, and Applications 2026 DOI: 10.1145/3786608
  +Save
• DeepFake Detection With Multi-View Fusion and Graph Convolutional Network
  IEEE Transactions on Multimedia 2026 DOI: 10.1109/TMM.2025.3618565
  +Save
• SkyDSafe: Federated Learning Driven Security for Drone Data
  IEEE Transactions on Consumer Electronics 2026 DOI: 10.1109/TCE.2026.3694885
  +Save
• Tackling the Malicious Gradients in Decentralized Learning by Reversible Differential Privacy and Secure History-Aware Aggregation
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2026.3698752
  +Save