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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Amina Fatima Zahra Yahiaoui

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Open access Sep 2026

Real-Traffic Enrichment for Improved Minority Web Attack Detection in Network Intrusion Detection

Class imbalance severely limits Network Intrusion Detection Systems (NIDSs) for minority Web attack classes: CICIDS2017 contains only 21 SQL Injection instances among 2.27 million benign flows. This study enriches CICIDS2017 with authentic SQL Injection, Cross-Site Scripting (XSS), and Web Brute Force (WBF) traffic cap...

Zeyneb Berkat, Amina Fatima Zahra Yahiaoui, Mahfoud Aliouat et al. · 0 citations

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