Aydin Aysu
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Works (17)
2022 journal article
An Extensive Study of Flexible Design Methods for the Number Theoretic Transform
IEEE TRANSACTIONS ON COMPUTERS, 71(11), 2829–2843.
author keywords: NTT; flexible; hardware; HLS; RISC-V
Source: Web Of Science
Added: October 24, 2022
2022 article
FAXID: FPGA-Accelerated XGBoost Inference for Data Centers using HLS
2022 IEEE 30TH INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM 2022), pp. 113–121.
Sources: Web Of Science, ORCID
Added: October 11, 2022
2022 journal article
Guarding Machine Learning Hardware Against Physical Side-channel Attacks
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 18(3).
author keywords: Side-channel attack; neural networks; masking
arxiv.org (repository)
Source: Web Of Science
Added: December 5, 2022
2022 article
High-Fidelity Model Extraction Attacks via Remote Power Monitors
2022 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS (AICAS 2022): INTELLIGENT TECHNOLOGY IN THE POST-PANDEMIC ERA, pp. 328–331.
author keywords: Neural networks; model stealing; time-to-digital converters; secure virtualization
Source: Web Of Science
Added: November 7, 2022
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).
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.
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
2021 article
An Efficient Non-Profiled Side-Channel Attack on the CRYSTALS-Dilithium Post-Quantum Signature
2021 IEEE 39TH INTERNATIONAL CONFERENCE ON COMPUTER DESIGN (ICCD 2021), pp. 583–590.
author keywords: Hardware Security; Post-quantum Cryptography; Correlation Power Analysis; Digital Signature; Number Theoretic Transform
Source: Web Of Science
Added: March 28, 2022
2021 journal article
Efficient, Flexible, and Constant-Time Gaussian Sampling Hardware for Lattice Cryptography
IEEE TRANSACTIONS ON COMPUTERS, 71(8), 1810–1823.
author keywords: Hardware; Cryptography; Gaussian distribution; Standards; Timing; Optimization; Encryption; Discrete gaussian sampling; lattice cryptography; FPGA
Source: Web Of Science
Added: July 18, 2022
2021 article
FALCON Down: Breaking FALCON Post-Quantum Signature Scheme through Side-Channel Attacks
2021 58TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC), pp. 691–696.
author keywords: side-channel attacks; post-quantum cryptography; digital signatures
Source: Web Of Science
Added: March 28, 2022
2021 article
Single-Trace Side-Channel Attacks on omega-Small Polynomial Sampling
2021 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST (HOST), pp. 35–45.
author keywords: Side-channel attacks; Post-quantum cryptography; NTRU; CRYSTALS-DILITHIUM
Source: Web Of Science
Added: June 13, 2022
2021 article
Stealing Neural Network Models through the Scan Chain: A New Threat for ML Hardware
2021 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN (ICCAD).
Source: Web Of Science
Added: February 21, 2022
2021 article
iTimed: Cache Attacks on the Apple A10 Fusion SoC
2021 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST (HOST), pp. 80–90.
Source: Web Of Science
Added: June 13, 2022
2020 article
BoMaNet: Boolean Masking of an Entire Neural Network
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).
author keywords: Masking; neural networks; side-channel attacks; model stealing
Source: Web Of Science
Added: August 30, 2021
2020 journal article
High-Level Synthesis of Number-Theoretic Transform: A Case Study for Future Cryptosystems
IEEE EMBEDDED SYSTEMS LETTERS, 12(4), 133–136.
author keywords: Field programmable gate array (FPGA); hardware design; high-level synthesis (HLS); lattice-based cryptography; post-quantum cryptography
Source: Web Of Science
Added: January 4, 2021
2020 article
Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).
author keywords: machine learning; hardware security
Sources: Web Of Science, ORCID
Added: August 30, 2021
2020 article
RANTT: A RISC-V Architecture Extension for the Number Theoretic Transform
2020 30TH INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL), pp. 26–32.
author keywords: Lattice-Based Cryptography; RISC-V; NTT
Source: Web Of Science
Added: August 23, 2021
2019 article
Teaching the Next Generation of Cryptographic Hardware Design to the Next Generation of Engineers
GLSVLSI '19 - PROCEEDINGS OF THE 2019 ON GREAT LAKES SYMPOSIUM ON VLSI, pp. 237–242.
author keywords: education; hardware security; post-quantum cryptography; FPGA
Source: Web Of Science
Added: July 29, 2019
