Ilgin Safak

Postdoctoral Researcher

Unit

Faculty of Information Technology

ilgin.i.safak@jyu.fi

Mobile

+358504421730

Publications

Publication

2026

A Blockchain-Based Explainable Federated Learning System for the Trustworthy Collective Defense of IoT Networks in the European Union

Cyber Security. Studies in Big Data. Springer Nature Switzerland.

Şafak, Ilgın

Frantti, Tapio

Akgün, Mete

Publication

2026

Automatic Labeling of Bank Transfer Categories Using a Hybrid Retrieval Augmented Generation Architecture

IEEE International Conference on Big Data.

Yağcı, Hasan Ersan

Dikmen, Aygül

Gürel, Cansu

Akgün, Ömer Burak

Şafak, Ilgın

Kara, Nailcan

Metinkaya, Özge Özcan

Özgür, Arzucan

Publication

2026

Quantum Adversarial Artificial Intelligence in Secure Internet of Things Networks

Adversarial Example Detection and Mitigation Using Machine Learning. Springer.

Şafak, Ilgın

Frantti, Tapio

Alagöz, Fatih

Mikkonen, Tommi

Haghparast, Majid

Publication

2025

DiBSeLO: Distributed IoT Blacklisting and Server Location Optimization in Rayleigh Fading Channels

IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications Workshops. IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops.

Tarlan, Ozan

Şafak, Ilgın

Kalkan, Kübra

Publication

2025

ZETROS : A zero-trust IoT network security framework using distributed blacklisting, trust scoring and smart contracts

Computer Networks.

Baykara, Cem Ata

Şafak, Ilgın

Kalkan, Kubra

Projects

SeQuSoS: Securing the Quantum Software Stack

Project SeQuSoS

CISSAN

Collective intelligence supported by security aware nodes. CISSAN will build methods and technology for integrating collective security intelligence to IoT networks.