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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

Shaik Mohammed Anays

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2 papers indexed here

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Conference Aug 2026

AT-IDS: An Adaptive Transformer-Based Intrusion Detection System with Dynamic Feature Learning and Dual-Path Attention

The problem of intrusion detection in networks is of major concern due to an increase in the number of sophisticated attack patterns. Typical machine learning models are limited either in terms of feature importance ranking capability or their ability to adapt to ever-changing traffic patterns in high-dimensional and c...

S. Nagendrudu, Shaik Mohammed Anays, F. Mahammad et al. · 0 citations
Conference Jul 2026

Transformer-based Network Anomaly Detection System for Intelligent Cyber Security Monitoring

As MNI becomes increasingly vulnerable to new kinds of attacks from the cyber world, accurate and timely detection of intrusions becomes a primary key to the power of cybersecurity. More complex attack patterns, complex traffic interactions within large scales are not very collaborable with the typical signature-based...

S. Nagendrudu, Shaik Mohammed Anays, F. Mahammad et al. · 0 citations

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