Author

Samia Kouki

2 papers indexed here

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Open access Sep 2026

CA-AFiD: A Context-Aware Adaptive Federated Intrusion Diagnosis for Heterogeneous IoT–Fog–Cloud Environments

The increasing heterogeneity of Internet of Things (IoT) environments makes intrusion diagnosis challenging because device behaviours, traffic patterns, and attack distributions can vary across deployment conditions, while data-locality requirements limit centralized access to network data. This study proposes CA-AFiD...

Ashutosh Shankhdhar, Vanitha Murugesan, Thenmozhi Elumalai et al. · Future Internet · 0 citations

#artificial intelligence Open access Oct 2026

A deep generative adversarial framework with rat-optimized feature selection for efficient intrusion detection in large-scale cloud network traffic environments

Cloud computing is a fundamental paradigm in modern computing; however, its distributed and multi-tenant nature increases exposure to cyber threats, making effective intrusion detection essential. Despite recent advances in artificial intelligence–based intrusion detection systems (IDS), many existing approaches remain...

S. Priya, K. Tamilarasi, Vivek Sharma et al. · Discover Computing · 0 citations