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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Rekha Gajendran

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Conference Aug 2026

Diffusion Based RF Signal Generation and Augmentation for Automatic Modulation Classification in 6G Networks

Automatic Modulation Classification (AMC) is a vital enabling technology for intelligent spectrum sensing and cognitive radio in future AI-native 6G networks. However, the low diversity of labelled radio frequency (RF) datasets and limited availability of labelled RF datasets limit the performance of deep learning-base...

Senbaga Kumar Sigamani, Rekha Gajendran, Arun Ayilliath Keezhadath et al. · 0 citations
Conference Aug 2026

Privacy-Preserving Federated Learning Framework Using Dynamic Privacy for Network Intrusion Detection in Cloud Computing

Cloud computing has expanded rapidly with the adoption of distributed applications and network-based services, generating large-scale, heterogeneous traffic that requires efficient, privacy-preserving intrusion detection. Conventional intrusion detection systems suffer from limitations such as centralised data dependen...

Senbaga Kumar Sigamani, Abdul Samad Mohammed, Amsa Selvaraj et al. · 0 citations

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