Furkan Aydin

College of Engineering

Works (4)

Updated: April 5th, 2024 13:54

2024 article

Leaking secrets in homomorphic encryption with side-channel attacks

Aydin, F., & Aysu, A. (2024, January 12). JOURNAL OF CRYPTOGRAPHIC ENGINEERING.

By: F. Aydin n & A. Aysu n

author keywords: Homomorphic encryption; SEAL; Number theoretic transform; Compiler optimizations; Side-channel attacks; Machine learning
Source: Web Of Science
Added: January 29, 2024

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. Aydin n, S. Potluri n, A. Aysu n, J. Edmonds*, S. Tehranipoor*

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. Kashyap n, F. Aydin n, S. Potluri n, P. Franzon n & A. Aysu n

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
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. Aydin n, A. Aysu n, V. Beroulle*, G. Di Natale* ...

co-author countries: Germany 🇩🇪 France 🇫🇷 Ireland 🇮🇪 Japan 🇯🇵 Netherlands 🇳🇱 Singapore 🇸🇬
author keywords: machine learning; hardware security
Sources: Web Of Science, ORCID
Added: August 30, 2021

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