Anomaly Detection helps in identifying unexpected items or events in data sets, which differ from the norm. Credit card companies can use anomaly detection algorithms to identify fraudulent credit card activity within seconds of a transaction taking place. Similarly, early warning signals from IOT sensors makes it possible to schedule maintenance of the machine before the failure occurs, reducing downtime and improving productivity.
Big data solutions help business organizations to detect and react to both rogue employees and external attacks to the network
Detect when employees breach the rules associated with their roles, and also when they are acting in an abnormal way within the rules.
Identify when malware is present on the corporate network and preempt some or all of the damage it could do.