Welcome to Spam Fighting @Scale
summary
Facebook runs spam defense at 1.4 billion monthly active users and treats anti‑abuse as a service that can cut onboarding from a year to months for acquisitions, reusing systems to fight payments and ads fraud as well as spam. The stack includes a rules DSL called Hackle DSL and an intel sharing mechanism called ThreadExchange. The talk stresses spammers are professional, exploit features like tagging and events, and false positives remain a costly constraint.
AI-written summary · about
chapters (5)
- 0:00Welcome to Spam Fighting @Scale
- 1:13Collaborate on spam fighting
- 4:25Spam evolution and threats
- 8:38Open collaboration in spam defense
- 9:41Agenda and Facebook spam challenges
related talks
23mFighting phishing and spam with online machine learning on data streams
59mCalculating by IP: How to Fight Spam on a Social Network
45m2014.10.29 - Security@Scale - Louis Brandy, Facebook
17mDesigning security and safety for billions
29mHow to Handle 1 Billion Emails?
22mFighting against Marketplace Scams using Community-driven AI
45mPanel: From Spam to Speech: Policing the Next Generation of "Unwanted Traffic"
55mFacebook's Approach To Common Web Vulnerabilities
