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Academic Experts
Dr. ANKIT KUMAR SAINI

Biography

He is currently serving as an Assistant Professor in the Department of Computer Science and Engineering at Jaypee Institute of Information Technology (JIIT). He is presently pursuing his Ph.D. from National Institute of Technology, Jalandhar (NIT), Jalandhar, Punjab, with a research focus on Reversible Data Hiding, Machine Learning and Deep Learning. He holds an MTech degree in Computer Science and Engineering from National Institute of Technology, Jalandhar (NIT), Jalandhar, Punjab in 2017. And B. Tech in the same discipline from Uttarakhand Technical University, Uttarakhand. With over 05 years of academic experience, he has taught a range of Computer Science subjects.

Educational Qualifications

GATE and UGC – NET Qualified

Research Highlights

My research focuses on the intersection of Reversible Data Hiding (RDH), cloud computing, and machine learning, with applications in secure data transmission, privacy preservation, and intelligent data analysis. I have developed secure and intelligent frameworks that combine RDH technique and Machine Learning method to provide secure data transmission method with high embedding capacity. 

This multidisciplinary research contributes to the development of robust, intelligent, and secure data management systems, especially in cloud-based infrastructures. Future work aims to optimize RDH algorithms for large-scale deployment, improve computational efficiency, and ensure compatibility with
privacy-aware AI applications.

Areas of Interest
  • Artificial Intelligence, Machine Learning
  • Privacy & Security
  • Data Hiding: Image Steganography, Reversible data hiding.
  • Cloud Computing: Virtualization, Energy efficiency.
Publications
  1. Saini, Ankit Kumar, and Samayveer Singh. "HSB based reversible data hiding using sorting and pairwise expansion." Journal of Information Security and Applications 80 (2024): 103663.
  2. Saini, A. K., & Singh, S. (2025). Reversible Data Hiding using Pixel Error Value Ordering and New CNN Predictor. Signal, Image and Video Processing, 19(12), 1058.