Scholar
Karthik Nandakumar
Google Scholar ID: 2qx0RnEAAAAJ
Michigan State University, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI)
Trustworthy machine learning
computer vision
biometric recognition
applied cryptography
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Citations & Impact
All-time
Citations
6,389
H-index
34
i10-index
72
Publications
20
Co-authors
13
list available
Contact
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Publications
29 items
SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training
2026
Cited
0
Data-Free Client Contribution Estimation via Logit Maximization for Federated Learning
2026
Cited
0
Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems
2026
Cited
0
Data-Free Contribution Estimation in Federated Learning using Gradient von Neumann Entropy
2026
Cited
0
Intra-finger Variability of Diffusion-based Latent Fingerprint Generation
2026
Cited
0
Continual Few-shot Adaptation for Synthetic Fingerprint Detection
2026
Cited
0
Towards Calibrating Prompt Tuning of Vision-Language Models
2026
Cited
0
VFace: A Training-Free Approach for Diffusion-Based Video Face Swapping
2026
Cited
0
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Resume (English only)
Academic Achievements
Co-authored two books: 'Introduction to Biometrics' (Springer, 2024/2011) and 'Handbook of Multibiometrics' (Springer, 2006)
Recipient of the 2008 Fitch H. Beach Outstanding Graduate Research Award from the College of Engineering at MSU
Best Paper Award from the journal Pattern Recognition (2005)
Best Scientific Paper Award (Biometrics Track) at ICPR 2008
2010 IEEE Signal Processing Society Young Author Best Paper Award
Senior Area Editor of IEEE Transactions on Information Forensics and Security (T-IFS)
Associate Editor of T-IFS (2015–2019); received the 2019 Outstanding Editorial Board Member award
Former Associate Editor for Elsevier’s Pattern Recognition journal
Former Distinguished Industry Speaker for the IEEE Signal Processing Society
Former Vice President for Education in the IEEE Biometrics Council
Former elected member of the IEEE Signal Processing Society Technical Committee on Information Forensics and Security
IEEE Senior Member
Education
B.E. degree (2002) from Anna University, Chennai, India
M.S. in Computer Science (2005) from Michigan State University
M.S. in Statistics (2007) from Michigan State University
Ph.D. in Computer Science (2008) from Michigan State University
M.Sc. in Management of Technology (2012) from National University of Singapore
Co-authors
13 total
Anil K. Jain
Michigan State University
Arun Ross
Professor | Michigan State University
Co-author 3
Co-author 4
Co-author 5
Co-author 6
Jianjiang Feng (冯建江)
Department of Automation, Tsinghua University
Co-author 8
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