Biography

Yağmur Yiğit received her BSc degree in Mechatronics Engineering from Istanbul Aydin University (IAU), Istanbul, Turkey in 2017. In the fall of 2020, she began her MSc degree in the Department of Computer Engineering at the Istanbul Technical University (ITU) under the guidance of Berk Canberk. She worked as an R&D engineer for two years at General Mobile, a Turkish smartphone company. Then, she worked as a 5G R&D engineer for ten months at Netas, a Turkish company operating in the field of information technologies. She was also one of the DeepMind scholars in 2020-2022. She is currently Turkcell Research Assistant at ITU.

Reviewer in IEEE Transactions on Vehicular Technology (Q1), ELSEVIER Computer Networks (Q1), IEEE Communications Magazine (Q1), ELSEVIER Computer Communications (Q1), TPC Member in IEEE Globecom (IoT and Sensor Networks) 2022, and Session Chair at the Applications of Machine/Deep Learning in IoT and Sensor Networks Symposium in IEEE Globecom 2022.

Education

• MSc, ITU Computer Eng., 2020 - Current
• BSc, IAU Mechatronics Eng., 2013 - 2017

Work Experience

• Turkcell Research Assistant, ITU, 2022
  
• 5G R&D Engineer, Netaş, 2020
• R&D Engineer, General Mobile, 2017-2019

Publications

Conferences

1. Y. Yigit, O.K. Kinaci, T.Q. Duong, B. Canberk, 'TwinPot: Digital Twin-assisted Honeypot for Cyber-Secure Smart Seaports', in Workshop on the Evolution of Digital Twin Paradigm in Wireless Communications, IEEE International Conference on Communications (IEEE ICC), Rome, Italy, May 2023.
2. Y. Yigit, K. Huseynov, H. Ahmadi, B. Canberk, 'YA-DA: YAng-Based DAta Model for Fine-Grained IIoT Air Quality Monitoring', in 4th Workshop on Future of Wireless Access and Sensing for Industrial IoT (FUTUREIIOT), IEEE Global Communications Conference (IEEE GLOBECOM), Rio de Janeiro, Brazil, December 2022.
3. E. Horsanalı, Y. Yigit, G. Secinti, A. Karameseoglu, B. Canberk, 'Network-Aware AutoML Framework for Software-Defined Sensor Networks', in 17th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS 2021), Virtual, July 2021.

Journals

1. Y. Yigit, L.D. Nguyen, M. Ozdem, O.K. Kinaci, T. Hoang, B. Canberk, T.Q. Duong, 'TwinPort: 5G Drone-assisted Data Collection with Digital Twin for Smart Seaports', Nature Scientific Reports, vol. 13, 12310, doi: 10.1038/s41598-023-39366-1, August 2023, Scopus Journal Quartile: Q1.
2. Y. Yigit, B. Bal, A. Karameseoglu, T.Q. Duong, B. Canberk, 'Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks', IEEE Communications Standards Magazine, vol. 6, no. 3, pp. 38-44, September 2022, Scopus Journal Quartile: Q1.

Submitted Publications

1. Y. Yigit, C.Chrysoulas, G. Yurdakul, L. Maglaras, B. Canberk, 'Digital Twin-Empowered Smart Attack Detection System for 6G Edge of Things Networks', Submitted for Conference Publication, 2023.
2. Y. Yigit, H. Ahmadi, G. Yurdakul, B. Canberk, Trang Hoang, T.Q. Duong, 'Digi-Infrastructure: Digital Twin-enabled Traffic Shaping with Low-Latency for 6G Smart Cities', Submitted for Journal Publication, 2023.

Patents

1. K. Huseynov, G. Yurdakul, Y. Yigit, B. Canberk, 'Hava Kalitesi İzleme Sistemi ve Yöntemi', Turkish Patent and Trademark Office, Application number: 2022/020742, 2022.
2. K. Huseynov, G. Yurdakul, Y. Yigit, B. Canberk, 'Air Quality Monitoring System and Method', The Patent Cooperation Treaty (PCT), Application number: PCT/TR2022/051669, 2022.
3. M. Akkoc, G. Yurdakul, Y. Yigit, A. Karameseoglu, B. Bal, B. Canberk, 'Digital Twin-enabled DDoS Detection Mechanism for Autonomous Core Networks', The Patent Cooperation Treaty (PCT), Application number: PCT/TR2022/051216, 2022.
4. M. Akkoc, G. Yurdakul, Y. Yigit, A. Karameseoglu, B. Bal, B. Canberk, 'Otonom çekirdek ağlarda dijital ikiz tabanlı DDoS saldırısı tespit sistemi ve yöntemi', Turkish Patent and Trademark Office, Application number: 2022/014290, 2022.

Teachings

• BLG374E - Technical Communication for Computer Engineers (Spring 2022-2023)
• BLG212E - Microprocessor Systems (Fall 2022-2023)