Author

Forough Ja'fari

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Sep 2026

Hierarchical risk-aware RL for DVFS-enabled IoE scheduling

The ER-RL-DVFS framework combines an energy-risk task-priority score, DVFS-aware cluster–PM–VM profiling, hierarchical candidate filtering, deterministic score-based assignment for clearly separated candidates, selective tabular reinforcement learning as the prescribed refinement mechanism for near-tie decisions, and m...

Amir Javadpour, Forough Ja'fari, T. Taleb · Computing · 0 citations

#reinforcement learning Review Nov 2026

Moving target defense in 5G and beyond networks: A comprehensive survey and research directions

This paper presents a deployment-oriented survey of MTD for 5G, with special emphasis on learning-assisted designs that optimize what to mutate, when to mutate, and how to enforce mutation under slice-isolation, URLLC, and orchestration constraints.

Amir Javadpour, Forough Ja'fari, T. Taleb et al. · Journal of Information Secur... · 0 citations

Review Open access 2026

A Comprehensive Survey of Generative AI: Applications and Future Directions Across Domains

The review shows that diffusion and autoregressive foundation models increasingly dominate high-fidelity image, language, and multimodal generation, while GANs, VAEs, and flow-based models remain important in data-limited, structured, scientific, and privacy-aware settings.

A. Javadpour, F. Ja’fari, T. Taleb et al. · IEEE Access · 0 citations