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