2026
32. Kunle Oguntoye, Md Abdullah All Sourav, Yunjeong Mo, Berk Gulmezoglu, Sunghwan Kim, and Halil Ceylan “Predicting Future Flexible Pavement Performance using Long Short-Term Memory and Large Language Models”, TRB 2026.
31. Seonghun Son, Chandrika Mukherjee, Reham Mohamed Aburas, Berk Gulmezoglu, Z. Berkay Celik “Side-channel Inference of User Activities in AR/VR Using GPU Profiling“, NDSS 2026.
2025
30. Kunle Oguntoye, Md Abdullah All Sourav, Yunjeong Mo, Berk Gulmezoglu, Sunghwan Kim, and Halil Ceylan “Maintenance Record-Enriched Machine Learning Model for Pavement International Roughness Index Prediction”, International Journal of Pavement Engineering
29. Jordan McGhee, Nayra Lujano, Aiden Petersen, Henry Duwe, Akhilesh Tyagi, Berk Gulmezoglu “Microarchitecture Evaluation Framework for Transient Execution Attack Vulnerability: Metrics, Fuzzing, and Sensitivity Analysis“, GLSVLSI 2025.
28. Seonghun Son, Daniel Moghimi, Berk Gulmezoglu “SMaCk: Efficient Instruction Cache Attacks via Self-Modifying Code Conflicts“, ASPLOS 2025.
27. Kunle Oguntoye, Md. Abdullah All Sourav, Rajrup Mitra, Abby Jenkins, Halil Ceylan, Sunghwan Kim, Berk Gulmezoglu, Yunjeong Mo, and Colin Brooks “Low-Altitude sUAS Flights for Remote Sensing of Submillimeter Hairline Cracks:A Case Study“, ASCE 2025.
26. Rajrup Mitra, Md. Abdullah All Sourav, Sunghwan Kim, Berk Gulmezoglu, and Halil Ceylan “Comparative Case Study: Traffic Monitoring Using YOLOv11-Based Object Detection andTwo Tracking Algorithms with Small Uncrewed Aerial Systems” ASCE 2025.
25. Kunle Sunday Oguntoye, Halil Ceylan, Sunghwan Kim, Md. Abdullah All Sourav, Berk Gulmezoglu, and Yunjeong Mo “Automatic Pavement Maintenance Predictions Using Large Language and MachineLearning Models“, ASCE 2025
2024
24. Seth Barrett, Calvin Idom, German Zavala Villafuerte, Andrew Byers, Berk Gulmezoglu “Ain’t How You Deploy: An Analysis of BGP Security Policies Performance Against Various Attack Scenarios with Differing Deployment Strategies“, ISNCC 2024.
23. Debopriya Roy Dipta, Jonathan Tan, Berk Gulmezoglu “Systematical_Evasion_from_Learning_based_Microarchitecture_Detection_Tools_v1“ accepted at IEEE JETCAS.
22. Debopriya Roy Dipta, Thore Tiemann, Berk Gulmezoglu, Eduard Marin, Thomas Eisenbarth Dynamic Frequency-Based Fingerprinting Attacks against Modern Sandbox Environments, Euro S&P 2024.
2023
21. Seonghun Son, Debopriya Roy Dipta, Berk Gulmezoglu “DefWeb: Defending User Privacy against Cache-based Website Fingerprinting Attacks with Intelligent Noise Injection”, ACSAC 2023.
20. Debopriya Roy Dipta, Berk Gulmezoglu “MAD-EN: Microarchitectural Attack Detection through System-wide Energy Consumption“, IEEE TIFS 2023.
19. Claudius Pott, Berk Gulmezoglu, Thomas Eisenbarth. “Overcoming the Pitfalls of HPC-based Cryptojacking Detection in Presence of GPUs” ACM CODASPY 2023
2022
18. D. R. Dipta, Berk Gulmezoglu. “DF-SCA: Dynamic Frequency Side-Channel Attacks are Practical” ACSAC 2022
17. D. R. Dipta, Berk Gulmezoglu. “MAD-EN: Microarchitectural Attack Detection through System-wide Energy Consumption” Arxiv, June 2022
2021
16. Berk Gulmezoglu. “XAI-based Microarchitectural Side-Channel Analysis for Website Fingerprinting Attacks and Defenses” IEEE TDSC 2021
15. MC Tol, K Yurtseven, Berk Gulmezoglu, B Sunar. “FastSpec: Scalable Generation and Detection of Spectre Gadgets using Neural Embedding” EURO S&P 2021
2020
14. Berk Gulmezoglu. “Towards Automated Analysis of Microarchitectural Attacks Using Machine Learning” Dissertation.
2019
13. Berk Gulmezoglu, A Moghimi, T Eisenbarth, B Sunar. “FortuneTeller: Predicting Microarchitectural Attacks via Unsupervised Deep Learning” Arxiv Preprint
12. Berk Gulmezoglu, A Zankl, MC Tol, S Islam, T Eisenbarth, B Sunar. “Undermining User Privacy on Mobile Devices Using AI” ASIACCS 2019
11. S Islam, A Moghimi, I Bruhns, M Krebbel, Berk Gulmezoglu, T Eisenbarth, B Sunar. “SPOILER: Speculative Load Hazards Boost Rowhammer and Cache Attacks” Usenix Security 2019
2018
10. A Zankl, H Seuschek, G Irazoqui, Berk Gulmezoglu. “Side-channel attacks in the Internet of Things: Threats and challenges” Solutions for Cyber-Physical Systems Ubiquity 2018
2017
9. Berk Gulmezoglu, A Zankl, T Eisenbarth, B Sunar. “PerfWeb: How to violate web privacy with hardware performance events” ESORICS 2017
8. Berk Gulmezoglu, T Eisenbarth, B Sunar. “Cache-based application detection in the cloud using machine learning” ASIACCS 2017
2016
7. MS Inci, Berk Gulmezoglu, G Irazoqui, T Eisenbarth, B Sunar. “Cache attacks enable bulk key recovery on the cloud” CHES 2016
6. MS Inci, Berk Gulmezoglu, T Eisenbarth, B Sunar. “Co-location detection on the cloud” COSADE 2016
5. Berk Gulmezoglu, MS Inci, G Irazoqui, T Eisenbarth, B Sunar. “Cross-VM Cache Attacks on AES” IEEE Transactions on Multi-Scale Computing Systems 2016, Vol:2, Issue:3, 211-222
2015
4. MS Inci, Berk Gülmezoglu, GI Apecechea, T Eisenbarth, B Sunar. “Seriously, get off my cloud! Cross-VM RSA Key Recovery in a Public Cloud” ePrint 2015
3. Berk Gülmezoğlu, MS Inci, G Irazoqui, T Eisenbarth, B Sunar. “A faster and more realistic flush+ reload attack on AES” COSADE 2015
2014
2. Berk Gulmezoglu, MB Guldogan, S Gezici. “Multiperson tracking with a network of ultrawideband radar sensors based on Gaussian mixture PHD filters” IEEE Sensors Journal Vol:15 , Issue:4 April 2015
1. Berk Gülmezoğlu “Indoor multi-person tracking via ultra-wideband radars” Master Thesis, Bilkent University