1 citations · 2 across the 5 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.CR2023★ 1 cited
A Survey of Data Security: Practices from Cybersecurity and Challenges of Machine Learning
Padmaksha Roy, Jaganmohan Chandrasekaran, Erin Lanus +2
Machine learning (ML) is increasingly being deployed in critical systems. The data dependence of ML makes securing data used to train and test ML-enabled systems of utmost importan…
cs.LG2023★ 1 cited
A Latent Space Correlation-Aware Autoencoder for Anomaly Detection in Skewed Data
Padmaksha Roy
Unsupervised learning-based anomaly detection in latent space has gained importance since discriminating anomalies from normal data becomes difficult in high-dimensional space. Bot…