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Using Machine Learning to Stop Exploit Kits In-line in Real-time
Angler heavily targeted Adobe Flash Player because of its widespread use and frequent vulnerabilities. Angler Exploit Kit Flash 3
The was one of the most sophisticated and prolific "crimeware-as-a-service" platforms, operating primarily between 2013 and 2016. It was notorious for its rapid adoption of Adobe Flash zero-day vulnerabilities and its ability to infect systems silently via drive-by downloads. Overview of Flash Exploitation in Angler Using Machine Learning to Stop Exploit Kits In-line
: Angler authors often integrated new Flash exploits within hours of a vulnerability being disclosed or a data dump occurring, such as the Hacking Team breach (CVE-2015-5119). Overview of Flash Exploitation in Angler : Angler
The kit typically followed a three-step process to compromise a user:
: In 2015, approximately 74% of Angler's successful exploits targeted Flash vulnerabilities. The Infection Cycle