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Applicative Firewall powered by eBPF and AI to secure a K8S cluster.

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FireArmor

[DP CYBER] Master Projet - Fire Armor

Exploit AI power to detect malicious code injection

Fire Armor provides realtime observability and runtime enforcement on micro-services executed on K8S cluster.When using K8S environment, an attacker may discover and exploit a micro-service vulnerability. Such vulnerability can next be used to laterilize on other micro-services running on the same K8S, or to attack any other services running out of K8S but reachable from the vulnerable micro-service. Fire Armor detects and reacts to events such as :

  • Process execution event
  • System call activity
  • Network and file access

Fire Armor trains an AI model to learn the micro-service normal behavior, and next uses this model to detect abnormal activities and react.

Fire Armor aims to work with different technologies :

  • Rust language
  • Kubernetes
  • cilium
  • OpenSearch

BERNET Matthis - COUSSEAU Mathias - MILLET Hugo - SORROCHE Loïc

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