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Sagnik Sarkar
Sagnik Sarkar
MS Artificial Intelligence student @ Northwestern University
Verified email at u.northwestern.edu - Homepage
Title
Cited by
Cited by
Year
Federated learning for intrusion detection system: Concepts, challenges and future directions
S Agrawal, S Sarkar, O Aouedi, G Yenduri, K Piamrat, M Alazab, ...
Computer Communications 195, 346-361, 2022
1482022
Genetic CFL: Hyperparameter optimization in clustered federated learning
S Agrawal, S Sarkar, M Alazab, PKR Maddikunta, TR Gadekallu, ...
Computational Intelligence and Neuroscience 2021, 2021
52*2021
Genetically optimized prediction of remaining useful life
S Agrawal, S Sarkar, G Srivastava, PKR Maddikunta, TR Gadekallu
Sustainable Computing: Informatics and Systems 31, 100565, 2021
402021
Temporal weighted averaging for asynchronous federated intrusion detection systems
S Agrawal, A Chowdhuri, S Sarkar, R Selvanambi, TR Gadekallu
Computational Intelligence and Neuroscience 2021, 2021
222021
Catalysis of neural activation functions: Adaptive feed-forward training for big data applications
S Sarkar, S Agrawal, T Baker, PKR Maddikunta, TR Gadekallu
Applied Intelligence 52 (12), 13364-13383, 2022
172022
Convolutional neural network (CNN-SA) based selective amplification model to enhance image quality for efficient fire detection
S Sarkar, AS Menon, T Gopalakrishnan, AK Kakelli
IJ Image, Graphics and Signal Processing 5, 51-59, 2021
72021
Privacy-preserving federated learning for pneumonia diagnosis
S Sarkar, S Agrawal, TR Gadekallu, M Mahmud, DJ Brown
International Conference on Neural Information Processing, 345-356, 2022
62022
Progressive search personalization and privacy protection using federated learning
S Sarkar, S Agrawal, A Chowdhuri, S Ramani
Expert Systems, e13318, 2023
2023
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