Ilgin Safak

Tutkijatohtori

Yksikkö

Informaatioteknologian tiedekunta

Sähköposti

ilgin.i.safak@jyu.fi

Matkapuhelin

+358504421730

Julkaisut

Julkaisu

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

Julkaisu

2026

A Generative and Cluster-Aware Multi-model Architecture for Detecting Heterogeneous Fraud in Imbalanced Transaction Data

International Conference on Computational Science and its Applications. Lecture Notes in Computer Science. Springer.

Karakaş, Berat Can

Hakvar, Hakan

Söyler, Oğulcan

Türkyılmaz, Şevval

Şafak, Ilgin

Durdu, Tolga

Anarım, Emin

Aktaş, Mehmet S.

Julkaisu

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

Julkaisu

2026

M-GRAD: Fusing Heterogeneous Logs into AI-Driven Graphs for Anomaly Detection and IP Risk Analysis

International Conference on Control, Decision and Information Technologies. International conference on control, decision and information technologies. IEEE.

Ateş, Çağatay

Şafak, Ilgın

Alagöz, Fatih

Anarım, Emin

Julkaisu

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

Julkaisu

2026

Qupkiot: Quic Based P2P Public Key Infrastructure for IoT

International Conference on Signal, Image Processing and Multimedia. Computer Science and Information Technology. AIRCC Publishing Corporation.

Tarlan, Ozan

Kalkan, Kubra

Safak, Ilgin

Sozer, Hasan

Julkaisu

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

Julkaisu

2025