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MIDAS finds anomalies or malicious edges in time-evolving graphs. MIDAS can be used for real-time detection of intrusions, denial of service (DoS) and distributed denial of service (DDoS) attacks, financial fraud, and fake ratings. MIDAS requires constant memory to detect these anomalies in real-time so as to minimize the harm caused by them. Check out MIDAS here.