English

DATE: Defense Against TEmperature Side-Channel Attacks in DVFS Enabled MPSoCs

Cryptography and Security 2020-07-06 v1 Hardware Architecture Computer Vision and Pattern Recognition Machine Learning

Abstract

Given the constant rise in utilizing embedded devices in daily life, side channels remain a challenge to information flow control and security in such systems. One such important security flaw could be exploited through temperature side-channel attacks, where heat dissipation and propagation from the processing elements are observed over time in order to deduce security flaws. In our proposed methodology, DATE: Defense Against TEmperature side-channel attacks, we propose a novel approach of reducing spatial and temporal thermal gradient, which makes the system more secure against temperature side-channel attacks, and at the same time increases the reliability of the device in terms of lifespan. In this paper, we have also introduced a new metric, Thermal-Security-in-Multi-Processors (TSMP), which is capable of quantifying the security against temperature side-channel attacks on computing systems, and DATE is evaluated to be 139.24% more secure at the most for certain applications than the state-of-the-art, while reducing thermal cycle by 67.42% at the most.

Keywords

Cite

@article{arxiv.2007.01377,
  title  = {DATE: Defense Against TEmperature Side-Channel Attacks in DVFS Enabled MPSoCs},
  author = {Somdip Dey and Amit Kumar Singh and Xiaohang Wang and Klaus Dieter McDonald-Maier},
  journal= {arXiv preprint arXiv:2007.01377},
  year   = {2020}
}

Comments

13 pages, 18 figures, 3 tables

R2 v1 2026-06-23T16:48:52.369Z