Data and Security with Hunters and Silverfort
Details
### 17:00
Gathering and Mingling
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### 17:30
Silverfort: Lateral movement detection with LATMA (LATeral Movement Analyzer).
Gal Sadeh; Head of Data Science, Silverfort
Lateral movement is the stage in which attackers spread in networks following initial access. So far, reliable detections of lateral movement attacks from a given set of authentications is an unaddressed challenge. This talk will present a new online algorithm for detecting lateral movement attacks which provides one false positive a day, 30 times better than the state-of-the-art algorithms. Our algorithm was trained and tested on data from more than 20 different enterprise environments. The detection method combines domain knowledge, practical machine learning and algorithmic tools.
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### 18:15
Hunters: How we wrote a new Spark source connector for hunting cyber attacks in real-time?
Ada Sharoni; Big Data Engineer and Team Leader, Hunters
Hunting for cyber attacks in real-time is a complicated task. In this lecture, we will present a new Spark Streaming source connector that we open-sourced, for reading high volumes of data over object stores such as S3, Azure Blob Storage, etc. We will explain how we implemented the connector and demonstrate how we utilize it in our Security Operations SaaS platform.
*All Lectures Will Be Presented In Hebrew
## Your Presenters
Gal Sadeh
Head of Data Science, Silverfort
Gal is the head of data science at Silverfort. He is responsible for big data analytics and developing AI engines. He joined Silverfort after working as a data scientist at CyberBit. Prior to that, Gal spent many years of research and leadership roles at the 8200 elite cyber unit of the Israel Defense Forces. Gal holds a M.Sc. in Computer Science from Tel Aviv University.
Ada Sharoni
Big Data Engineer and Team Leader, Hunters
Ada got her start as an algorithm developer in signal processing. Now, for the past 9 years, Ada has been a back-end developer, specializing in the fields of Big Data and ML. Today, Ada is a Big Data Engineer and Team Leader at Hunters.
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Data and Security with Hunters and Silverfort