Berk Gulmezoglu

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Education: Ph.D. Electrical and Computer Engineering, Worcester Polytechnic Institute (2020)

M.S. Electrical and Electronics Engineering, Bilkent University (2014)

B.S. Electrical and Electronics Engineering, Bilkent University (2012)

Research Areas Core Areas: Secure and Reliable Computer, Information Assurance, Microarchitectural Attacks, Hardware Security, Machine Learning, Deep Learning, Cryptography

Department’s Strategic Area(s): Cyber Infrastructure

Publications

Google Scholar Profile: https://scholar.google.com/citations?user=HmndSmcAAAAJ&hl=en

Research Lab Website: https://www.ece.iastate.edu/bgulmez/

• Seonghun Son, Debopriya Roy Dipta, Berk Gulmezoglu “DefWeb: Defending User Privacy against Cache-based Website Fingerprinting Attacks with Intelligent Noise Injection”, ACSAC 2023
• Debopriya Roy Dipta, Berk Gulmezoglu “MAD-EN: Microarchitectural Attack Detection through System-wide Energy Consumption”, IEEE TIFS 2023
• Claudius Pott, Berk Gulmezoglu, Thomas Eisenbarth “Overcoming the Pitfalls of HPC-based Cryptojacking Detection in Presence of GPUs”, CODASPY 2023
• Debopriya Roy Dipta, Berk Gulmezoglu “DF-SCA: Dynamic Frequency Side Channel Attacks are Practical”, ACSAC 2022
• B Gulmezoglu “XAI-based Microarchitectural Side-Channel Analysis for Website Fingerprinting Attacks and Defenses” IEEE TDSC 2021
• C Tol, B Gulmezoglu, K Yurtseven, B Sunar “FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings” IEEE Euro S&P 2021
• Andreas Zankl, Hermann Seuschek, Gorka Irazoqui, Berk Gulmezoglu “Side-channel attacks in the Internet of Things: threats and challenges” Research Anthology on Artificial Intelligence Applications in Security 2021

• B Gulmezoglu, A Zankl, MC Tol, S Islam, T Eisenbarth, B Sunar “Undermining User Privacy on Mobile Devices using AI” Proceedings of the ASIACCS 2019
• S Islam, A Moghimi, I Bruhns, M Krebbel, B Gulmezoglu, T Eisenbarth, B Sunar “SPOILER: Speculative Load Hazards Boost Rowhammer and Cache Attacks” The 28th USENIX Security Symposium (USENIX), 2019
• B Gulmezoglu, A Zankl, T Eisenbarth, B Sunar “PerfWeb: How to Violate Web Privacy with Hardware Performance Events” ESORICS 2017

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