Furkan Aydin

College of Engineering

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Works (3)

Updated: August 21st, 2023 08:59

2022 article

Towards AI-Enabled Hardware Security: Challenges and Opportunities

2022 IEEE 28TH INTERNATIONAL SYMPOSIUM ON ON-LINE TESTING AND ROBUST SYSTEM DESIGN (IOLTS 2022).

By: H. Sayadi ^*, M. Aliasgari^*, F. Aydinⁿ, S. Potluriⁿ, A. Aysuⁿ, J. Edmonds^*, S. Tehranipoor^*

co-author countries: United States of America 🇺🇸

10.1109/IOLTS56730.2022.9897507

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Source: Web Of Science

Added: October 24, 2022

2021 journal article

2Deep: Enhancing Side-Channel Attacks on Lattice-Based Key-Exchange via 2-D Deep Learning

IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 40(6), 1217–1229.

By: P. Kashyapⁿ , F. Aydinⁿ, S. Potluriⁿ, P. Franzonⁿ & A. Aysuⁿ

co-author countries: United States of America 🇺🇸

author keywords: Resistance; Performance evaluation; Deep learning; Protocols; Power measurement; Side-channel attacks; NIST; Cross-device; data-augmentation; deep learning (DL); lattice-based key-exchange protocols; power side channels

10.1109/TCAD.2020.3038701

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Sources: Web Of Science, ORCID

Added: June 10, 2021

2020 article

Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk

2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).

By: F. Regazzoni ^*, S. Bhasin ^*, A. Pour^*, I. Alshaer^*, F. Aydinⁿ, A. Aysuⁿ, V. Beroulle ^*, G. Di Natale ^* ...

co-author countries: Germany 🇩🇪 France 🇫🇷 Ireland 🇮🇪 Japan 🇯🇵 Netherlands 🇳🇱 Singapore 🇸🇬 United States of America 🇺🇸

author keywords: machine learning; hardware security

10.1145/3400302.3416260

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Sources: Web Of Science, ORCID

Added: August 30, 2021