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Author

K. Bhuvaneswari

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Open access 2026

Novel Approach for Cyber Attack Detection in Network using Machine Learning Techniques

Cyber-attacks on computer networks are evolving, and signature-based defence systems are struggling to keep pace. One of the more pragmatic answers to this problem has been machine learning, not because it replaces a security analyst, but because it can sift through traffic much faster than a human team while catching...

A. Nagesh, Samrat Krishna Gaddam, K. Bhuvaneswari · 0 citations
Open access 2026

A Privacy-Aware Federated Framework With Self-Regulating Differential Privacy and Ontology-Based Lexical Substitution for Safe Clinical LLM Querying

LLM-powered healthcare analytics provides clinicians and government agencies with critical insights for effective public health management through intuitive natural language queries, thereby eliminating the need for dedicated IT support. Given the sensitive nature of medical records, our proposed framework is motivated...

K. Bhuvaneswari, M. Varalakshmi · 0 citations

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