API Security powered by Deep Learning
Spherical Defense is working on applying research from Cambridge University on representation learning and Natural Language Processing (NLP) to web application / API security. We learn the baseline in an unsupervised manner of normal JSON request headers and payloads, and can detect anomalies. We learn continuously as the application changes and reduce false positives. We can 1) detect anomalies in request using a tree-trace autoregressive model 2) Detect account takeover attacks using our tree-variational autoencoder model.
Magecart - The Rising Threat to e-commerce Websites
The news about a cyber attack in a big enterprise is not new. We keep on hearing about such attacks and how millions of data are being stolen or leaked. Thus, Data breaches are one common impact of cyber attacks in any large organization. Attackers keep on looking for newer exploits or rare kinds of attacks to steal user information and use them for malicious use. In this session, the audience wi… more