BoMaNet: Boolean masking of an entire neural network

A Dubey, R Cammarota, A Aysu - Proceedings of the 39th International …, 2020 - dl.acm.org
Recent work on stealing machine learning (ML) models from inference engines with
physical side-channel attacks warrant an urgent need for effective side-channel defenses …

Guarding machine learning hardware against physical side-channel attacks

A Dubey, R Cammarota, V Suresh, A Aysu - ACM Journal on Emerging …, 2022 - dl.acm.org
Machine learning (ML) models can be trade secrets due to their development cost. Hence,
they need protection against malicious forms of reverse engineering (eg, in IP piracy). With a …

Survey on power analysis attacks and its impact on intelligent sensor networks

SR Shanmugham… - IET Wireless Sensor …, 2018 - Wiley Online Library
Smart or intelligent sensors are integrated physical units embedded with sensors,
processors, and communication devices. The sensors also known as edge nodes form the …

Effective and efficient masking with low noise using small-mersenne-prime ciphers

L Masure, P Méaux, T Moos, FX Standaert - … International Conference on …, 2023 - Springer
Embedded devices used in security applications are natural targets for physical attacks.
Thus, enhancing their side-channel resistance is an important research challenge. A …

Static power side-channel analysis—An investigation of measurement factors

T Moos, A Moradi, B Richter - IEEE Transactions on Very Large …, 2019 - ieeexplore.ieee.org
The static power consumption of modern CMOS devices has become a substantial concern
in the context of the side-channel security of cryptographic hardware. Its continuous growth …

Exploring the effect of device aging on static power analysis attacks

N Karimi, T Moos, A Moradi - IACR Transactions on Cryptographic …, 2019 - tches.iacr.org
Vulnerability of cryptographic devices to side-channel analysis attacks, and in particular
power analysis attacks has been extensively studied in the recent years. Among them, static …

Static power SCA of sub-100 nm CMOS asics and the insecurity of masking schemes in low-noise environments

T Moos - IACR Transactions on Cryptographic Hardware and …, 2019 - tches.iacr.org
Semiconductor technology scaling faced tough engineering challenges while moving
towards and beyond the deep sub-micron range. One of the most demanding issues, limiting …

Generalized feistel ciphers for efficient prime field masking-full version

L Grassi, L Masure, P Méaux, T Moos… - Cryptology ePrint …, 2024 - eprint.iacr.org
A recent work from Eurocrypt 2023 suggests that prime-field masking has excellent potential
to improve the efficiency vs. security tradeoff of masked implementations against side …

On Borrowed Time--Preventing Static Power Side-Channel Analysis

R Dumitru, A Wabnitz, Y Yarom - arXiv preprint arXiv:2307.09001, 2023 - arxiv.org
In recent years, static power side-channel analysis attacks have emerged as a serious threat
to cryptographic implementations, overcoming state-of-the-art countermeasures against side …

Generalized Feistel Ciphers for Efficient Prime Field Masking

L Grassi, L Masure, P Méaux, T Moos… - … Conference on the …, 2024 - Springer
A recent work from Eurocrypt 2023 suggests that prime-field masking has excellent potential
to improve the efficiency vs. security tradeoff of masked implementations against side …