SHAP-based intrusion detection in IoT networks using quantum neural networks on IonQ hardware

• Published in: Journal of parallel and distributed computing Vol. 204; p. 105133
• Main Authors: Rajkumar, K, Shalinie, S. Mercy
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.10.2025
• Subjects: Distributed-denial-of-service; Explainable AI; Internet-of-Things; Quantum neural network; Software defined networking; Internet-of-Things; Distributed-denial-of-service; Explainable AI; Quantum neural network; Software defined networking

•Development of a Quantum-Enhanced Intrusion Detection Framework: We introduce a novel intrusion detection system that integrates Explainable AI (XAI) with Quantum Neural Networks (QNNs) to improve the detection of DDoS attacks in IoT networks. The integration of XAI enhances the interpretability of...