Concepedia

Sagnik Sarkar

SS

Statistics

Publications

5

Citations

520

H-Index

5

Active since

2021

Affiliations

Vellore Institute of Technology University(Current)

Charles Darwin University

Sagnik Sarkar is an author at Vellore Institute of Technology University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFederated LearningDistributed LearningData MiningData SecurityEdge ComputingComputer Engineering

Publications per year

2021–2022

5

Publications

5

Federated Learning for intrusion detection system: Concepts, challenges and future directions

Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi et al. · Computer Communications · 2022 · 373 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Genetic CFL: Hyperparameter Optimization in Clustered Federated Learning

Shaashwat Agrawal, Sagnik Sarkar, Mamoun Alazab et al. · Computational Intelligence and Neuroscience · 2021 · 61 citations · Full text

Artificial Intelligence, Cluster Computing, Edge Intelligence +14

Genetically optimized prediction of remaining useful life

Shaashwat Agrawal, Sagnik Sarkar, Gautam Srivastava et al. · Sustainable Computing Informatics and Systems · 2021 · 34 citations · Full text

Biology, Engineering, Life Prediction +6

Temporal Weighted Averaging for Asynchronous Federated Intrusion Detection Systems

Shaashwat Agrawal, Aditi Chowdhuri, Sagnik Sarkar et al. · Computational Intelligence and Neuroscience · 2021 · 33 citations · Full text

Engineering, Machine Learning, Information Security +19

Catalysis of neural activation functions: Adaptive feed-forward training for big data applications

Sagnik Sarkar, Shaashwat Agrawal, Thar Baker et al. · Applied Intelligence · 2022 · 19 citations

Engineering, Machine Learning, Data Science +13

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