Advanced WildFire uses ML to classify extensionless scripts, improving detection of
evasion techniques and analyzing potential threats for enhanced security.
The Advanced WildFire cloud can now automatically classify script submissions that
either lack extensions or have incorrect extensions using ML techniques as a
'potential-script' before they undergo WildFire analysis for malicious content. When
a file is identified as a potential script, it is sent to the cloud-based Advanced
WildFire malware detection service for further analysis and processing. This
capability enables detection of certain evasion techniques where attackers
manipulate file extensions to circumvent security measures that rely on known file
types. You can use this to improve your security against malware that exploits file
type mismatches, such as AsyncRAT Trojan. The feature supports identification of
various script types, including JavaScript, PowerShell, VBScript, shell scripts,
Python, and more, prioritized based on malware volume and customer escalations. The
analysis results and verdicts are available for review in Strata Cloud Manager,
locally on the firewall, and via the APIs. Submissions that are not defined as a
known script are analyzed as text files.