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Author

S. Vairachilai

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Conference Aug 2026

Deepsecure-IDS: A Deep Convolutional Learning Framework for High-Performance Network Intrusion Detection

Recent advancements in network technology have led to the emergence of numerous sophisticated intrusion types that differ significantly from existing threats. Traditional firewalls cannot immediately detect these intrusions with their own set of rules and policies. Therefore, an Intrusion Detection System (IDS) is esse...

R. Raja, S. Vairachilai · 0 citations
Conference Jul 2026

Privacy Preservation and Attack Resistance in Blockchain-Enhanced Federated Learning for Medical Data

Using federated learning (FL) in health care applications, the teams will be able to collaborate to predict the health of patients without exchanging any personally identifiable information. Regardless of this benefit, FL is still not widely used since it is susceptible to serious privacy and security risks like member...

Kuma, S. Vairachilai, S. Yoheswari et al. · 0 citations

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