Detecting Intrusions, Denial of Service (DoS) attacks, Distributed Denial of Service (DDoS) attacks. It can also be used to detect fake profiles in Social Networks like Twitter, Facebook, Amazon reviews, and Financial Frauds. Basically any suspicious similar group of edges in time-evolving/dynamic graphs.