Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification

no code implementations • 4 Apr 2023 • Jialin Liu, Ning Miao, Chongzhou Fang, Houman Homayoun, Han Wang

In particular, we first identify the vulnerability of DTW for ECG classification, i. e., the correlation between warping path choice and prediction results.

Classification Dynamic Time Warping +2

Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm

no code implementations • 7 Jun 2022 • Seongwoo Choi, Chongzhou Fang, David Haddad, Minsung Kim

Convolutional Neural Networks (CNN) have been a good solution for understanding a vast image dataset.