18 Fri 02:00 PM – 07:10 PM IST
15 Thu 03:00 PM – 04:00 PM IST
Accepting submissions till 06 Dec 2021, 11:30 PM
Checklist for Network Security Monitoring (NSM) for On-premise, Data Centers and Cloud set-ups This checklist was developed from the Birds of Feather (BOF) session on Tooling for NSM held on 15 June 2021 under the Anomalous Network Detection Patterns p… more
Observability, anomaly detection and deep defense is the cycle for early detection of attacks and network breaches.
Speakers from FreeBSD community, CRED, AWS, Datadog, Farsight Securities and other organizations will share their experiences with processes and tools for tightening the loops of network security and anomaly detection, and how to build robust observability workflows.
The conference will cover topics ranging from:
The conference is open for participation to the following practitioners.
See schedule at at https://hasgeek.com/rootconf/detecting-anomalous-network-patterns/schedule
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.