Aydin Aysu

Hardware-Software Co-design for Side-Channel Protected Neural Network Inference

2023 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST, HOST, pp. 155–166.

SS-AXI: Secure and Safe Access Control Mechanism for Multi-Tenant Cloud FPGAs

2023 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, ISCAS.

SeqL plus : Secure Scan-Obfuscation With Theoretical and Empirical Validation

IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 42(5), 1406–1410.

An Extensive Study of Flexible Design Methods for the Number Theoretic Transform

IEEE TRANSACTIONS ON COMPUTERS, 71(11), 2829–2843.

Apple vs. EMA Electromagnetic Side Channel Attacks on Apple CoreCrypto

PROCEEDINGS OF THE 59TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, DAC 2022, pp. 247–252.

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.

Guarding Machine Learning Hardware Against Physical Side-channel Attacks

ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 18(3).

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.

Towards AI-Enabled Hardware Security: Challenges and Opportunities

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

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.

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.

Efficient, Flexible, and Constant-Time Gaussian Sampling Hardware for Lattice Cryptography

IEEE TRANSACTIONS ON COMPUTERS, 71(8), 1810–1823.

FALCON Down: Breaking FALCON Post-Quantum Signature Scheme through Side-Channel Attacks

2021 58TH ACM/IEEE DESIGN AUTOMATION CONFERENCE (DAC), pp. 691–696.

Single-Trace Side-Channel Attacks on omega-Small Polynomial Sampling

2021 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST (HOST), pp. 35–45.

Stealing Neural Network Models through the Scan Chain: A New Threat for ML Hardware

2021 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN (ICCAD).

iTimed: Cache Attacks on the Apple A10 Fusion SoC

2021 IEEE INTERNATIONAL SYMPOSIUM ON HARDWARE ORIENTED SECURITY AND TRUST (HOST), pp. 80–90.

BoMaNet: Boolean Masking of an Entire Neural Network

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

High-Level Synthesis of Number-Theoretic Transform: A Case Study for Future Cryptosystems

IEEE EMBEDDED SYSTEMS LETTERS, 12(4), 133–136.

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

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

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.

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.