SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals

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Contact UsMicrosoft Windows PowerShell has led to several exploit frameworks such as PowerSploit, PowerView,and PowerShell Empire. However, few of these frameworks investigate network traffic for exploitative potential. Analyzing a small amount of network traffic can lead to the discovery of possible network-based attack vectors such as Virtual Router Redundancy Protocol (VRRP), Dynamic Trunking Protocol (DTP), Link Local Multicast Name Resolution (LL-MNR) and PXE boot attacks, to name a few. How does one gather and analyze this traffic when Windows does not include an integrated packet analysis tool? Microsoft Windows PowerShell includes several network analysis and network traffic related capabilities. This paper will explore the use of these capabilities with the goal of building a PowerShell reconnaissance module which will capture, analyze, and identify commonly misconfigured protocols without the need to install a third-party tool within a Microsoft Windows environment.