Detecting inner-LAN anomalies using hierarchical forecasting. (arXiv:2304.13941v1 [cs.CR])

Increasing activity and the number of devices online are leading to
increasing and more diverse cyber attacks. This continuously evolving attack
activity makes signature-based detection methods ineffective. Once malware has
infiltrated into a LAN, bypassing an external gateway or entering via an
unsecured mobile device, it can potentially infect all nodes in the LAN as well
as carry out nefarious activities such as stealing valuable data, leading to
financial damage and loss of reputation. Such infiltration could be viewed as …

attack attacks bypassing cyber cyber attacks data detection device devices external financial forecasting gateway infect insider insider attack lan loss malware mobile mobile device monitoring nodes security signature signature-based detection stealing