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20232026
most citedCausal Digital Twins for Cyber-Physical Security: A Framework for Robust Anomaly Detection in Industrial Control Systems

3 citations · 8 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CR2026

Information-Theoretic Digital Twins for Stealthy Attack Detection in Industrial Control Systems: A Closed-Form KL Divergence Approach

Inda Kreso, Mehran Tarif, Fatemeh Moradi +3

Digital twins (DTs) are increasingly used to monitor and secure Industrial Control Systems (ICS), yet detecting stealthy False Data Injection Attacks (FDIAs) that manipulate system…

cs.CR2025★ 3 cited

Causal Digital Twins for Cyber-Physical Security: A Framework for Robust Anomaly Detection in Industrial Control Systems

Mohammadhossein Homaei, Mehran Tarif, Pablo Garcia Rodriguez +2

Industrial Control Systems (ICS) in water distribution and treatment face cyber-physical attacks exploiting network and physical vulnerabilities. Current water system anomaly detec…

cs.LG2025★ 2 cited

Conformal Prediction-Driven Adaptive Sampling for Digital Water Twins

Mohammadhossein Homaei, Mehran Tarif, Pablo Garcia Rodriguez +2

Digital Twins (DTs) for Water Distribution Networks (WDNs) require accurate state estimation with limited sensors. Uniform sampling often wastes resources across nodes with differe…

cs.LG2025

Semi-Supervised Supply Chain Fraud Detection with Unsupervised Pre-Filtering

Fatemeh Moradi, Mehran Tarif, Mohammadhossein Homaei

Detecting fraud in modern supply chains is a growing challenge, driven by the complexity of global networks and the scarcity of labeled data. Traditional detection methods often st…

cs.NI2025

A Reinforcement Learning-Based Telematic Routing Protocol for the Internet of Underwater Things

Mohammadhossein Homaei, Mehran Tarif, Agustin Di Bartolo +2

The Internet of Underwater Things (IoUT) has a lot of problems, like low bandwidth, high latency, mobility, and not enough energy. Routing protocols that were made for land-based n…

cs.NI2024★ 1 cited

Optimizing RPL Routing Using Tabu Search to Improve Link Stability and Energy Consumption in IoT Networks

Mehran Tarif, Mohammadhossein Homaei, Abbas Mirzaei +1

In the Internet of Things (IoT) networks, the Routing Protocol for Low-power and Lossy Networks (RPL) is a widely adopted standard due to its efficiency in managing resource-constr…

cs.NI2023★ 2 cited

A review of Energy Efficient Routing Protocols in Underwater Internet of Things

Mehran Tarif, Babak Nouri Moghadam

Oceans, covering 70% of Earth's surface, arelargely unexplored, with about 95% remaining a mystery.Underwater wireless communication is pivotal in various domains,such as real-time…