Let There be Light... Anomaly Detection in Network Traffic – Petr Chmelař

Machine Learning Meetup Brno
Machine Learning Meetup Brno
Public group
Location image of event venue


Finding a needle in a haystack is easy compared to finding security or traffic anomaly in a network. Some say it cannot be done. Or can it?
- What was in the beginning?
- What information is in network traffic data?
- Anomaly Detection: If it works, why? If not, why?
- How do you train 100TB/day for a month in an hour?
- Is one bite in 1,048,576 exciting enough?
- Do you really know all the admins in your network?
- And on that bombshell, how we created GREYCORTEX?
Does this sound boring? Don’t worry, there will be free beer at the meetup!

Petr Chmelar, the Chief Technology Officer of GREYCORTEX, possess 15 years experience in advanced data mining, machine learning, and artificial intelligence. Starting at the Brno University of Technology, he gained multiple successes in US-based NIST challenges (TrecVid and AVSS Challenges between 2008 and 2012) and acted as a yellow-teamer in the Crossed Swords NATO CCDCOE cyberdefense exercise. He is a co-founder of GREYCORTEX and the mastermind behind its technology.

Language: English

- Talk
- Discussion
- Networking (ImpactHub)

Machine Learning Meetups (MLMU) is an independent platform for people interested in Machine Learning, Information Retrieval, Natural Language Processing, Computer Vision, Pattern Recognition, Data Journalism, Artificial Intelligence, Agent Systems and all the related topics. MLMU is a regular community meeting usually consisting of a talk, a discussion and subsequent networking. At the end of the year 2016, MLMU also spread to Brno and Bratislava.