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Detecting Malicious PowerShell Commands using Deep Neural Networks
[article]
2018
arXiv
pre-print
Microsoft's PowerShell is a command-line shell and scripting language that is installed by default on Windows machines. While PowerShell can be configured by administrators for restricting access and reducing vulnerabilities, these restrictions can be bypassed. Moreover, PowerShell commands can be easily generated dynamically, executed from memory, encoded and obfuscated, thus making the logging and forensic analysis of code executed by PowerShell challenging.For all these reasons, PowerShell
arXiv:1804.04177v2
fatcat:qausww3kp5fsdddkqqzkyyb6gi