

We present a hybrid anomaly detection framework that combines unsupervised and supervised models to identify abnormal authentication behavior and privilege-escalation activities in enterprise Active Directory environments.


Bann is an immersive exhibition that takes visitors on a journey through life—starting from childhood memories, through the struggles of growing up, the way we interpret experiences differently, the moment we realize we’re part of a bigger universe, and finally the place where we rebuild our own sense of belonging.

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The research project of Gesture Emotion Detection in collaboration with Kasikorn Business-Technology Group (KBTG), aims at providing machines the ability to detect, identify, and track people automatically and subsequently interpret human emotional behavior in a real-time manner.


Phishing websites are developing as communication technology improves and are a cornerstone of internet criminal activities. The spread of malicious Uniform Resource Locators (URLs) is one of the main methods used to conduct phishing attacks.