Vulnerability Prediction From Source Code Using Machine Learning. - Zeki Bilgin; Mehmet Akif Ersoy; Elif Ustundag Soykan; Emrah Tomur; Pinar Çomak; Leyli Karaçay (IEEE Access, 2020)

SoK: Investigation of Security and Functional Safety in Industrial IoT. - Emrah Tomur; Utku Gülen; Elif Ustundag Soykan; Mehmet Akif Ersoy; Ferhat Karakoç; Leyli Karaçay; Pinar Çomak (CSR, 2021)

A Network-Based Positioning Method to Locate False Base Stations. - Leyli Karaçay; Zeki Bilgin; Ayse Bilge Gündüz; Pinar Çomak; Emrah Tomur; Elif Ustundag Soykan; Utku Gülen; Ferhat Karakoç (IEEE Access, 2021)

On the security of 6G use cases: Threat Analysis of 'All-Senses Meeting'. - Zakaria Laaroussi; Elif Ustundag Soykan; Michael Liljenstam; Utku Gülen; Leyli Karaçay; Emrah Tomur (CCNC, 2022)

A Security-Friendly Privacy Solution for Federated Learning. - Ferhat Karakoç; Leyli Karaçay; Pinar Çomak; Utku Gülen; Ramin Fuladi; Elif Ustundag Soykan (AI6G@WCCI, 2022)

A Survey and Guideline on Privacy Enhancing Technologies for Collaborative Machine Learning. - Elif Ustundag Soykan; Leyli Karaçay; Ferhat Karakoç; Emrah Tomur (IEEE Access, 2022)

Context-Aware Authentication with Dynamic Credentials using Electricity Consumption Data. - Elif Ustundag Soykan; Leyli Karaçay; Zeki Bilgin; Emrah Tomur; Mehmet Akif Ersoy; Ferhat Karakoç; Pinar Çomak (Comput. J., 2022)

On the Security of 6G Use Cases: AI/ML-specific Threat Modeling of All-Senses Meeting. - Leyli Karaçay; Zakaria Laaroussi; Sonika Ujjwal; Elif Ustundag Soykan (6GNet, 2023)

Network Digital Twins: A Threat Analysis. - Arun Raghuramu; Michael Liljenstam; Sonika Ujjwal; Utku Gülen; Greg Phillips; Zakaria Laaroussi; Leyli Karaçay (ICC Workshops, 2023)

Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network. - Ömer Faruk Tuna; Fehmi Emre Kadan; Leyli Karaçay (ICC, 2023)

OAI-Based Software Defined Radio Implementation. - Ali Fuat Sahin; Nurullah Aksu; Öimer Öztürk; Hakan Alakoca; Leyli Karaçay; Utku Gülen; Semiha Tedik Basaran; Emrah Tomur (SIU, 2023)

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. - Mattia Merluzzi; Tamás Borsos; Nandana Rajatheva; András A. Benczúr; Hamed Farhadi; Taha Yassine; Markus Dominik Mueck; Sokratis Barmpounakis; Emilio Calvanese Strinati; Dilin Dampahalage; Panagiotis Demestichas; Pietro Ducange; et al. (IEEE Access, 2023)

A security-friendly privacy-preserving solution for federated learning. - Ferhat Karakoç; Leyli Karaçay; Pinar Çomak De Cnudde; Utku Gülen; Ramin Fuladi; Elif Ustundag Soykan (Comput. Commun., 2023)

Secure AI/ML-Based Control in Intent-Based Management System. - Leyli Karaçay; Ahmet Cihat Baktir; Ramin Fuladi; Elham Dehghan Biyar; Ömer Faruk Tuna; Ipek Arikan (CSR, 2024)

Threat Modeling of AI-as-a-Service Framework. - Utku Gülen; Ömer Faruk Tuna; Boubakr Nour; Zakaria Laaroussi; Leyli Karaçay; Ferhat Karakoç (WiMob, 2024)

Detecting IP DDoS Attacks Using 3GPP Radio Protocols. - Loay Abdelrazek; Ramin Fuladi; János Kövér; Leyli Karaçay; Utku Gülen (IEEE Access, 2024)

A novel Distributed Denial of Service attack defense scheme for Software-Defined Networking using Packet-In message and frequency domain analysis. - Ramin Fadaei Fouladi; Leyli Karaçay; Utku Gülen; Elif Ustundag Soykan (Comput. Electr. Eng., 2024)

FASIL: A challenge-based framework for secure and privacy-preserving federated learning. - Ferhat Karakoç; Betül Güvenç Paltun; Leyli Karaçay; Ömer Faruk Tuna; Ramin Fuladi; Utku Gülen (IACR Cryptol. ePrint Arch., 2024)

Intent-Based Security for Functional Safety in Cyber-Physical Systems. - Emrah Tomur; Zeki Bilgin; Utku Gülen; Elif Ustundag Soykan; Leyli Karaçay; Ferhat Karakoç (IEEE Trans. Emerg. Top. Comput., 2024)

Guarding 6G use cases: a deep dive into AI/ML threats in All-Senses meeting. - Leyli Karaçay; Zakaria Laaroussi; Sonika Ujjwal; Elif Ustundag Soykan (Ann. des Télécommunications, 2024)

Merging Threat Modeling with Threat Hunting for Dynamic Cybersecurity Defense. - Boubakr Nour; Sonika Ujjwal; Leyli Karaçay; Zakaria Laaroussi; Utku Gülen; Emrah Tomur; Makan Pourzandi (IEEE Internet Things Mag., 2024)