Research
Funded Projects
"Proactive and Generalized Deepfake Defense Mechanisms to Reinforce Cyberspace", C3iHub, IIT Kanpur, India, Role: PI, 2024-2027 (approx. INR 33.32 lakh)
"Deep Inspection on Intra-Variable Handwriting of Multilingual Scripts for Strengthening Behavioral Biometrics", SERB, DST, India, Role: PI, 2022-2024 (approx. INR 17.49 lakh)
"Third Party Quality Assurance and Inspection of Projects under Bhagalpur Smart City Limited", Bhagalpur Smart City Limited, Govt. of Bihar, India, Role: Co-PI, 2022-2024 (approx. INR 143.64 lakh)
"Post Completion Inspection of Entire Component/ Testing Envisage for the ICCC-MSI Project Under Smart Cities Mission", Muzaffarpur Smart City Limited, Govt. of Bihar, India, Role: Co-PI, 2023 (approx. INR 20.06 lakh)
"Deep Learning-based Penmanship Assessment of Chinese Handwriting", The Chinese University of Hong Kong, Role: PI, 2022 (approx. HK$ 20,000)
"Adversarial Autonomous Cyber Operations based on Hierarchical Multi-agent Deep Reinforcement Learning", DSTG, Dept. of Defence, Edinburgh-5111, Australia, Role: PI, 2019 (approx. AU$ 46,952)
"Adaptive Metaheuristic Deep Learning for Study towards Human Cognition using Complex Handwriting Pattern", IEEE Computational Intelligence Society, USA, Role: PI, 2017 (approx. US$ 4,000)
Research Areas
Machine/ Deep Learning
Computer Vision
Reinforcement Learning
Data Analytics and Visualization
Bio-Chemical/Medical Data Analysis
Recommendation System
Computer Forensics and Biometrics
DeepFake Detection
Handwriting Analysis and Inspection
Document Image Processing
Text and Language Processing
Land-Cover/Use Classification