BIOENGINEER

Fuzzy autoencoder improves containment of adversarial malware

A fuzzy autoencoder classified none of 10,000 adversarially generated executable samples as legitimate and reached a reported ...
BIOENGINEER

Autoencoder Flags IoT Network Attacks with Near-Perfect Precision Under Extreme Imbalance

Most intrusion detection research is tested on artificially balanced datasets, where attack and benign records appear in ...
Visual Studio Magazine

Data Anomaly Detection Using a Neural Autoencoder with C#

Dr. James McCaffrey of Microsoft Research tackles the process of examining a set of source data to find data items that are different in some way from the majority of the source items. Data anomaly ...
MarkTechPost

Kyutai CADRE: Video Autoencoders That Cut World Model Lag Below 230 ms

CADRE is a family of video autoencoders from Kyutai built for action-conditioned world models. A world model generates in the autoencoder’s latent space. So the autoencoder’s compression sets both ...