Author

Mahdi Jalili

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Preprint Nov 2026

A Hybrid Anomaly Detection Method for Multivariate Time Series

Multivariate time series are ubiquitous in monitoring smart systems such as power plants, smart houses, and servers. These systems use multiple sensors to collect the system's status over time. Those sensors represent the status of the whole system as one entity. Anomaly detection in such smart systems is of critical i...

A. Babalhavaeji, Hui Song, Mahdi Jalili · 0 citations

Preprint Oct 2026

Quantum-Resilient Secure Protocol for Decentralized Edge-IoT Peer-to-Peer Energy Trading Systems

The rise of quantum computing presents substantial challenges to the security of Peer-to-Peer (P2P) energy trading systems. This paper introduces an innovative mutual authenticated session key agreement protocol aimed at protecting edge-IoT P2P energy trading communications in the quantum era. Each peer is an IoT-enabl...

Ali Shahidinejad, Jamshid Aghaei, Mahdi Jalili · 0 citations

#machine learning Preprint Sep 2026

Robust Industrial Cyber Physical Classification Using Neuromorphic Temporal Embeddings and Hybrid SNN XGBoost Under Machine Unlearning Attacks

Results demonstrate that neuromorphic temporal encoding can provide both accurate cyber-attack detection and improved resilience to data poisoning in cyber-physical systems.

A. Kamoona, Sajad Koushkbaghi, Mahdi Jalili et al. · 0 citations