Siddharth is a Ph.D. student at National University of Singapore. His research is supported by a Presidents Graduate Fellowship and he was recognized as a Young Researcher by the ACM Heidelberg Laureate Forum. His research in Anomaly Detection is used to detect intrusions, DoS, and DDoS attacks in an online manner. It can also be used to detect fake profiles in Social Networks like Twitter, Facebook, Amazon reviews, and Financial Frauds. MIDAS requires constant memory to detect these anomalies in real-time so as to minimize the harm caused by them. He is working with Amazon and applying his research.