Selma Dilek - Assistant Professor at Hacettepe University

Hacettepe University

Computer Engineering

I am a life-long learner. My main objective is to constantly improve myself and use my knowledge and skills to contribute to the society in any way I can.

Teaching

Publications

M. Yang, A. Oracevic and S. Dilek, "Deep Learning-Based Defense Against GPS Spoofing Attacks in Unmanned Aerial Vehicles," 2025 International Conference on Smart Applications, Communications and Networking (SmartNets), Istanbul, Turkiye, 2025, pp. 1-8, doi: 10.1109/SmartNets65254.2025.11106869.
A. Cakin, S. Dilek and A. Oracevic, "Privacy-Preserving Intrusion Detection in Industrial IoT Using Federated Learning," 2025 International Conference on Smart Applications, Communications and Networking (SmartNets), Istanbul, Turkiye, 2025, pp. 1-8, doi: 10.1109/SmartNets65254.2025.11106778.
Abushaban, Z., Yüzbaşıoğlu, S. E., Dilek S. , and Tosun, S. "Optimizing Deep Learning Models for Ophthalmic Disease Detection on Resource-Constrained Devices," 2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Turkiye, 2025, pp. 1-9, doi: 10.1109/ICHORA65333.2025.11017237.
Asal, B., Cakin, A., Dilek, S. "Enhancing Industrial IoT Cybersecurity with Explainable AI: A SHAP and LIME-Based Intrusion Detection Methodology," 2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Turkiye, 2025, pp. 1-8, doi: 10.1109/ICHORA65333.2025.11017105.
Cakin, A., Dilek, S., Tosun, S.,Nacar, F. "A Novel Heuristic Neuron Grouping Algorithm for Deep Neural Network Accelerators." Journal of Circuits, Systems and Computers, vol. 34, no. 7, pp. 2550178, (2025), https://doi.org/10.1142/S0218126625501786.
Nacar, F., Cakin, A., Dilek, S., Tosun, S., Chakrabarty, K. "Neuron grouping and mapping methods for 2D-mesh NoC-based DNN accelerators." Journal of Parallel and Distributed Computing, Volume 193, (2024), 104949, https://doi.org/10.1016/j.jpdc.2024.104949.
Cakin, A., Dilek, S. & Tosun, S. Energy-aware application mapping methods for mesh-based hybrid wireless network-on-chips. J Supercomput (2024). https://doi.org/10.1007/s11227-024-06062-4
Dilek, S, Tosun, S, Cakin, A. "Simulated annealing-based high-level synthesis methodology for reliable and energy-aware application specific integrated circuit designs with multiple supply voltages." International Journal of Circuit Theory and Applications. 2023; 51(10): 4897-4938. doi:10.1002/cta.3666
Makda, TJ, Barros, AL, and Dilek, S. "A Secure Cloud-Based Infrastructure for Virtual Sensors in IoT Environments." 2023 6th International Conference of Women in Data Science at Prince Sultan University (WiDS PSU), Riyad, Kingdom of Saudi Arabia, (2023).
Dilek, S, Bölükbaş Koçak, Ş N, Çağıl, K, Koçak, M E, Özdemir, S. "IoT-BASED REMOTE COVID-19 PATIENT MONITORING FOR BETTER CARE AND ALLEVIATION OF HOSPITAL OVERCROWDING." 8th International Conference on COVID-19 Studies, Adana, March 1-2, 2023, pp. 245-258.
Dilek, S, Tosun, S. Integer linear programming-based optimization methodology for reliability and energy-aware high-level synthesis. Microelectronics Reliability, Volume 139, 114849 (2022). doi: 10.1016/j.microrel.2022.114849
Dilek, S, Oracevic, A, Tosun S, and Ozdemir, S. "Towards QoS-Aware Resource Allocation in Fog Computing: A Theoretical Model," 2022 International Symposium on Networks, Computers and Communications (ISNCC), 2022, pp. 1-6, doi: 10.1109/ISNCC55209.2022.985172
Dilek S, Irgan K, Guzel M, Ozdemir S, Baydere S, Charnsripinyo C. QoS-aware IoT networks and protocols: A comprehensive survey. Int J Commun Syst. 2022; 35(10):e5156. doi: 10.1002/dac.5156
Gasmi, K., Dilek, S., Tosun, S. et al. "A survey on computation offloading and service placement in fog computing-based IoT." Journal of Supercomputing 78, 1983–2014 (2022). doi: 10.1007/s11227-021-03941-y
S. Dilek, R. Smri, S. Tosun and D. Dal, "A High-Level Synthesis Methodology for Energy and Reliability-Oriented Designs," in IEEE Transactions on Computers, vol. 71, no. 1, pp. 161-174, 1 Jan. 2022, doi: 10.1109/TC.2020.3043885.
Zorlu, O., Dilek, S., Ozsoy, A., "GPU-Based Parallel Genetic Algorithm for Increasing the Coverage of WSNs," 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS), Shenzhen, China, 2017.
Oracevic, A., Dilek, S., Ozdemir, S., "Security in internet of things: A survey," 2017 IEEE International Symposium on Networks, Computers and Communications (ISNCC), Marrakech, 2017, pp. 1-6.
S. Dilek, H. Cakır, M. Aydın, “Applications of Artificial Intelligence Techniques to Combating Cyber Crimes: A Review”, International Journal of Artificial Intelligence & Applications (IJAIA), Vol 6, No 1, January 2015
S. Dilek, S. Özdemir, “Sağlık Hizmetleri Sektöründe Kablosuz Algılayıcı Ağlar”, International Journal of Informatics Technologies, Vol 7, No 2, 2014
S. Dilek, H. Karacan, N. Jahangiri, S. Afzali, "Ontology creation for an educational center," 6th International Conference on Application of Information and Communication Technologies (AICT), Tbilisi, pp.1,4, 17-19 Oct. 2012

Projects

Title	Year
Novel Framework and Methodology for Secure Internet of Things	Ongoing
Investigation of Network-on-Chip Architectures for Deep Neural Network Accelerators	Ongoing
Energy-Aware Application Mapping Methods for Hybrid Wireless Network-on-Chips	2022
Optimization Methods in High-Level Synthesis	2022
Quality of Service Aware Traffic Management for Internet of Things	2022
Energy and Reliability-Oriented Design Methods for Application Specific Integrated Circuits	2019
GPU-based Parallel Genetic Algorithm for Increasing the Coverage of WSNs	2018
NieSa - IoT-based remote health monitoring application (Graduate Thesis)	2017
Simple pariwise key distribution scheme for WSNs	2015
FPGA Synthesizer	2014
Ontology creation for an educational center	2012
Wavelet Thresholding of ECG Signals (Undergraduate Thesis)	2008
SAMS (Student Attendance Management System)	2007