Machine learning in 3+1
no-nonsense session | Thursday 24 June | 10h - 11h
Although machine learning can be an overwhelming concept for the non-IT expert crowd, without it email spam filtering, automatic malware classification, behavioral detection, etc. wouldn't be possible. And that is only the tip of the iceberg.
Perplexed by a system's ability to automatically learn and improve from experience without being explicitly programmed? Wondering how machine learning and cyber security really fit together?
Let’s get the fuzziness out of the "AI" and learn how cybersecurity vendors leverage Machine Learning today.
- Ready for take off : To get a feel for the subject matter without being blown away by technical terms, we’ll kick off with a few simple to the point examples of machine learning algorithms.
- Silverfort: Gal Sadeh, Lead Data Scientist at Silverfort, will show us how Silverfort leverages the Louvain algorithm in lateral movement detection.
- SentinelOne: Machine Learning algorithms leveraging Malware detection.
- Exabeam: Dan Bridges, Technical Director EMEA channels at Exabeam will dive into the combination of statistics and machine learning