Anomaly Detection

Anomaly Detection

Application Description:

Possible Applications

  • Finance: Detecting anomalous transactions help banks detect and prevent fraud
  • Information networks: Prevents theft of proprietary source code or infection of servers
  • Social media: Detection of compromised accounts, detection of bots generating fake reviews, fake news or fake Twitter posts
  • Healthcare: Detection of a disease outbreak, fraudulent claims and payments, errors in data, identification of areas lacking in medical coverage, tumor detection from radiology images, event detection from RFID to enable better elderly care
  • Transportation: Ensure external communications to the vehicle are not intrusions
  • Manufacturing: Detect and isolate abnormal machine behavior early enough to prevent cost overruns and failures
  • Smart homes and meters: Standardization of smart sensor datasets, energy leakage

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