3 papers
cs.CR2026
Improving IoT Intrusion Detection Through SMOTE-Based Oversampling and Extended Multi-Model Evaluation on Side-Channel Power Data
Muhammad Khuram Shahzad, Haseeb Khan, Muhammad Masood Khan +1
The detection of intrusions in IoT-based networks poses challenges that cannot be overcome using traditional machine learning methods. Perhaps the biggest of them is related to the…
cs.CR2026
XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT
Ambreen Aslam, Maaz Hassan, Bibi Zahra +1
Intrusion Detection Systems (IDS) in Internet of Things (IoT) environments face significant challenges due to data heterogeneity, lack of labeled data, and limited model interpreta…
cs.NI2018
A Fuzzy System based Approach to Extend Network Lifetime for En-Route Filtering Schemes in WSNs
M. K. Shahzad, Lewis Nkenyereye, S. M. Riazul Islam
Wireless sensor networks suffer from false report injection attacks. This results in energy drain over sensor nodes on the event traversal route. Novel en-route filtering schemes c…