The below topics provide a broad overview of my current research interests.
Federated LearningPrivate Machine LearningMultimedia ComputingCyber Security
Sponsored Projects
Title: Security Evaluation and Development of Malicious Client Handling System in Federated Setting using API
Role: Principal Investigator
Co-PI: Dr. Tanmaya Mahapatra
Funding agency: Data Security Council of India (DSCI) - National Centre of Excellence (NCoE)
Amount: Rs. 5,60,000.00
Duration: Six months (2023)
Title: Natural and Synthetic Obfuscated Multimedia Computation for Efficient Video-Surveillance-as-a-Service
Role: Principal Investigator
Funding agency: SRCD, BITS Pilani (under Research Initiation Grant)
Amount: Rs. 2 lakhs
Duration: Two years (2020-2022)
Doctoral Students
Jaya Pathak
Deep Learning for Community Welfare: The Bright and Dark sides
Dnyanesh Khedeakr
Private Machine Learning
Student Projects
The below list mentions the current projects (not limited to) I'm working on:
- Federated Learning for Smart Healthcare
- Secure Vehicle Classification for Road Safety and Security
- Night-time Image Dehazing for Video-Surveillance-as-a-Service
- Smart Biometrics for Secure Authentication
For BITS Students -
- Seeking SOP/ LOP/ DOP/ RP/ SAT, thesis, dissertation, etc., the project will be offered in research areas/ project topics specified above.
- Students with thorough knowledge of Machine Learning, Deep Learning, and Cryptography/ Network Security will be given higher preference.
- Excellent programming (especially Python and Matlab) and writing skills (Latex) would be an added advantage.
For more details regarding research interests and previous work done, KINDLY VISIT HERE.