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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

Ramu Vankudoth

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2 papers indexed here

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Conference Aug 2026

A Lightweight Hybrid CNN–Gradient Boosting Framework for Real-Time Network Intrusion Detection

Network intrusion detection systems must distinguish malicious from benign traffic under realistic conditions where attack types seen at deployment time may not have appeared during training. This paper presents a lightweight hybrid framework combining a compact one-dimensional convolutional neural network (CNN), used...

S. Satla, M. N. Rao, Tejaswi Katari et al. · 0 citations
Conference Aug 2026

Enhanced Deep Learning Pipeline for Breast Cancer Classification using Progressive Growing Conditional GAN and Cross-Attention Ensemble Learning

Breast cancer remains one of the leading causes of cancer-related mortality among women worldwide, with early detection being critical for improving patient outcomes. A major obstacle in developing robust automated diagnostic systems is the scarcity of well-annotated mammographic datasets, exacerbated by class imbalanc...

Ramu Vankudoth, K. Sunanda, A. Kalyan et al. · 0 citations

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