Tatsumi Oba is a security researcher at Panasonic. He has five years of experience of developing and applying machine learning algorithms, which can be applied to real-world problems. His current research interests are concerned with anomaly detection, privacy preserving machine learning, and sequential data modeling. He has worked for Panasonic since 2016 and has been responsible for developing malicious or anomalous activity detection algorithms in ICS.