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Author

Genya Ishigaki

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Jul 2026

Enhanced Multi-Class DDoS Attack Identification using a Meta-Learning Ensemble

This paper introduces a robust intrusion detection framework centered around a high-accuracy, multi-class classification model designed to precisely identify various DDoS attack types, integrating Long Short-Term Memory, K-Nearest Neighbors, and Random Forest models, whose outputs are synthesized by a Logistic Regressi...

Ankit Kumar, Genya Ishigaki, A. K. Belman · 0 citations
Conference Jul 2026

An Intelligent Content Caching for NDN with Communication-Efficient State Sharing

The built-in caching capability of Named Data Networking (NDN) is one of the most transformative proposals of next-generation network architecture, as it simultaneously realizes network traffic reduction, resilience to node failures, and prompt data retrieval. However, existing caching policies either make too many cac...

Deep Pradipbhai Shah, Sai Sameer Yanamandra, Siva Girish Ramesh et al. · 0 citations

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