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Sagnik Sarkar
Sagnik Sarkar
MS Artificial Intelligence @ Northwestern University
在 u.northwestern.edu 的电子邮件经过验证 - 首页
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引用次数
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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
1792022
Genetic CFL: Hyperparameter optimization in clustered federated learning
S Agrawal, S Sarkar, M Alazab, PKR Maddikunta, TR Gadekallu, ...
Computational Intelligence and Neuroscience 2021 (1), 7156420, 2021
53*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 (1), 5844728, 2021
262021
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
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
72022
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
International Journal of Image, Graphics and Signal Processing 13 (5), 51, 2021
72021
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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