Malware Analysis and detection on different hosts and prediction with DL model on Wazuh

About

  • Wazuh can easily collect logs from the devices in which wazuh agent can be installed but in this project I have tried to collect logs from the devices like pen drives, android devices, routers, and IoT devices in which wazuh-agent cannot be installed.
  • I have collected all logs on the wazuh manager and built a transfer learning-based DL model to detect the malware from executables files if it contains and classifies them into different malware families.
  • Displayed the alerts based on the results obtained from the model on wazuh dashboard with the help of custom decoders for wazuh.