Senior .NET developer & IT architect at M San ulaganja
Danijel Ščukanec
Senior .NET developer & IT architect at M San ulaganja
While in elementary school Danijel had Robotics, so it's safe to say that was the moment he discovered his love for programming. Most of his current life he spent upgrading and developing IT systems for domestic and foreign state administrations but recently he's increasingly becoming interested in IT security and machine learning. Currently, he's attending post grad specialist degree in Information Security at the Faculty of Engineering and Computing. Loves travelling and sports activities like running, playing basketball and tennis.

Machine learning in action: Using application logs for optimization of user role definitions and for detection of role misuse

Application logs are an important segment of information security monitoring. They may contain various information such as activities and errors on operation system level or application level. Among other things, typically they contain information about the resources that are accessed, source and destination addresses in the case of web application, time stamp and data about the user that has accessed the resources. The purpose of this talk is to present some examples of machine learning techniques that can be used for dealing with this problem.