CyberBattleSim

CyberBattleSim 2021年4月8日: Microsoft Security Blogのアナウンスをご覧ください。 CyberBattleSimは、シミュレートされた抽象的なエンタープライズネットワーク環境で動作する自動化エージェントの相互作用を調査するための実験研究プラットフォームです。このシミュレーションは、コンピュータネットワークとサイバーセキュリティの概念を高レベルで抽象化しています。PythonベースのOpen AI Gymインターフェースにより、強化学習アルゴリズムを使用した自動化エージェントのトレーニングが可能です。...

CyberBattleSim - An Experimentation And Research Platform To Investigate The Interaction Of Automated Agents In An Abstract Simulated Network Environments

CyberBattleSim is an experimentation research platform to investigate the interaction of automated agents operating in a simulated abstract enterprise network environment. The simulation provides a high-level abstraction of computer networks and cyber security concepts. Its Python-based Open AI G...

Gamifying machine learning for stronger security and AI models

To stay ahead of adversaries, who show no restraint in adopting tools and techniques that can help them attain their goals, Microsoft continues to harness AI and machine learning to solve security challenges. One area we’ve been experimenting on is autonomous systems. In a simulated enterprise...

Gamifying machine learning for stronger security and AI models

To stay ahead of adversaries, who show no restraint in adopting tools and techniques that can help them attain their goals, Microsoft continues to harness AI and machine learning to solve security challenges. One area we’ve been experimenting on is autonomous systems. In a simulated enterprise...