Yigael Berger
Yigael Berger is a tech entrepreneur innovating in Cybersecurity and AI.
Yigael is a veteran of 8200, the Israeli Cybersecurity and SigInt Agency.
Yigael has co-founded VisibleRisk, a cybersecurity risk quantification startup funded by Moody's, acquired by BitSight in 2021.
Yigael holds a BSc and MSc in Computer Science from the Technion and Tel Aviv University.
Paper published in ACM: Dictionary attacks using keyboard acoustic emanations. In Proceedings of the 13th ACM conference on Computer and communications security.
2024 Patent-pending invention with the title "CONTEXTUAL ANOMALY DETECTION IN CLOUD ACTIVITY LOGS".
Session
Cloud audit logs generate massive volumes of data, making anomaly detection a complex and often error-prone challenge. Traditional systems frequently suffer from high false positive rates, overwhelming security teams and obscuring critical insights. In this talk I will explore an innovative approach for training an LLM on log data turning it into a powerful highly nuanced anomaly detection engine.
We will be releasing these components:
1. The code for parsing log data, eg CloudTrail, etc.
2. The code for training the LLM on the log data
3. A lite web app for visualizing and investigating anomalies