Side Channel Analysis

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (28 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Private Image Reconstruction from System Side Channels Using Generative Models
  1 Jan 2021 2 repositories listed
  Given the ever-growing adoption of machine learning as a service (MLaaS), image analysis software on cloud platforms has been exploited by reconstructing private user images from system side channels.
• Rethinking IC layout vulnerability: Simulation-based hardware Trojan threat assessment with high fidelity
  19 May 2024 1 repository listed
  SiliconCritic allows IC designers to interactively refine defensive strategies against the objective Trojan based on the feedback of side-channel analysis.
• What Was Your Prompt? A Remote Keylogging Attack on AI Assistants
  14 Mar 2024 1 repository listed Syntology ran 2 of 4 samples · 2 unverified
  In this paper, we unveil a novel side-channel that can be used to read encrypted responses from AI Assistants over the web: the token-length side-channel.
• Side-channel analysis against ANSSI’s protected AES implementation on ARM: end-to-end attacks with multi-task learning
  10 Mar 2023 1 repository listed
  In 2019, ANSSI released a protected software implementation of AES running on an STM32 platform with ARM Cortex-M architecture, publicly available on Github.
• Automated Side Channel Analysis of Media Software with Manifold Learning
  9 Dec 2021 1 repository listed
  Recent advances in representation learning and perceptual learning inspired us to consider the reconstruction of media inputs from side channel traces as a cross-modality manifold learning task that can be addressed in…
• Deep learning for side-channel analysis and introduction to ASCAD database
  30 Nov 2019 1 repository listed
  First, completing recent works, we propose a study of deep learning algorithms when applied in the context of side-channel analysis and we discuss the links with the classical template attacks.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.