Quantum algorithms for anomaly detection using amplitude estimation

Understand

Anomaly detection plays a critical role in fraud detection, health care, intrusion detection, military surveillance, etc.

• Anomaly detection algorithm based on density estimation (called ADDE algorithm) is one of widely used algorithms.
• Liang et al.
• proposed a quantum version of the ADDE algorithm [Phys.