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Karthik Nandakumar — most-cited papers & profile · Cybersecurity
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Karthik Nandakumar
27
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41
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Mohamed bin Zayed University of Artificial Intelligence · Michigan State University
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Most-cited papers
SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models
2025
Mitigating Watermark Forgery in Generative Models via Randomized Key Selection
2025
Towards Fair and Privacy-Preserving Federated Deep Models
2019
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
2020
Efficient CNN Building Blocks for Encrypted Data
2021
Suppressing Poisoning Attacks on Federated Learning for Medical Imaging
2022
CLIP2Protect: Protecting Facial Privacy using Text-Guided Makeup via Adversarial Latent Search
2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces
2023
FedSECA: Sign Election and Coordinate-wise Aggregation of Gradients for Byzantine Tolerant Federated Learning
2024
Top co-authors
Fahad Shamshad
· 3
Jiangshan Yu
· 2
Lingjuan Lyu
· 2
Nils Lukas
· 2
Samuele Poppi
· 2
Xingjun Ma
· 2
Yitong Li
· 2
and Kee Siong Ng
· 1
Dmitry Kamzolov
· 1
Fahkri Karray
· 1
Han Yu
· 1
Jie Zhang
· 1
Topics
cs.CR
cs.LG
cs.CV
cs.AI
Privacy
Adversarial ML
Cryptography
math.OC