SCA Deep Learning
Build expertise in deep learning-based side-channel attacks with esDL, eShard's PyTorch-based library for rapid prototyping, training, and analysis tailored to SCA.
Knowledge Module
Assess leakage accurately using sensitivity analysis on MLP layers and the DL Leakage Assessment esDL API.
Execute deep learning-based DPA and non-profiled attacks, utilizing plaintext-labeling methods for versatility across complex scenarios.
Master core principles like CNN concepts, hyperparameter management, and transfer learning across PyTorch, Keras, and TensorFlow.
Leverage eShard's dedicated library for full control over training loops, pre-built and custom network architectures, and customizable callbacks.
Reliable security requires in-house expertise.
The most valuable asset in security testing is knowledge. Instead of relying on outsourcing, we help you build that expertise internally. Through our modules and kits, we are putting our proven methodologies and hands-on experience directly on your team's desks.
Frequently Asked Questions
Knowledge Modules deliver advanced methodologies, attack catalogs, and reference datasets packaged as executable notebooks. Starter Kits are complete hardware-and-software training packages (including DUTs, SOMs, and firmware) designed for hands-on practice against physical targets.
The Modules function as premium add-ons requiring an active esDynamic account and a subscription to the corresponding target application (e.g., an SCA subscription to unlock SCA Advanced). You can request a single quote for the entire package at once.
Each Starter Kit includes the target hardware and custom firmware. To execute the campaigns, you will need esDynamic and the corresponding physical testing bench tied to that specific kit's attack vector.
While foundational cryptography knowledge helps, the kits are built for self-learning. Our step-by-step notebooks guide your team through the entire workflow, allowing you to internalize advanced skills at your own pace.
