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Portable Deep Neural Network based Side Channel Attacks

This technology uses deep neural networks to examine the power states of a device performing cryptographic operations and determine the underlying encryption key with high accuracy across varying processor architectures. Background: Embedded systems are among devices often the most vulnerable to attacks on their security. They are often used in public...

Published: 10/11/2023 | Inventor(s): Roman Lysecky, Janet Roveda, Manoj Gopale, Gregory Ditzler

Keywords(s):

Category(s): Technology Classifications > Engineering & Physical Sciences > Communications & Networking > Networking, Technology Classifications > Engineering & Physical Sciences > Communications & Networking > Wireless

Convolutional Neural Networks for Pavement Roughness Assessment Using Calibration-Free Vehicle Dynamics

This technology is a method of identifying road roughness (i.e., International roughness index, IRI) by collecting sensor data from a smartphone app or other computing device and applying deep learning techniques to estimate the road’s roughness index. Background: Monitoring of road surface conditions is a logistical challenge. Traditionally,...

Published: 4/3/2023 | Inventor(s): Jong-Hyun Jeong, Hongki Jo, Gregory Ditzler

Keywords(s):

Category(s): Technology Classifications > Engineering & Physical Sciences > Communications & Networking, Technology Classifications > Engineering & Physical Sciences > Electronics > Computer Hardware