A N T I - A B U S E
Blog posts, Publications and Talks
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Attacks against machine learning — an overview
Blog post - ai - May 2018
How to handle mistakes while using AI to block attacks
Blog post - ai - Apr 2018
Challenges faced while training an AI to combat abuse
Blog post - ai - Apr 2018
Why AI is the key to robust anti-abuse defenses
Blog post - ai - Apr 2018
How to successfully harness AI to combat fraud and abuse
Talk - ai - RSA 2018
Tracking desktop ransomware payments end to end
Publication - security - S&P 2018
Data Breaches, Phishing, or Malware? Understanding the Risks of Stolen Credentials
Publication - anti-abuse - CCS 2017
Unmasking the ransomware kingpins
Blog post - security - Oct 2017
Exposing the inner-workings of the ransomware economy
Blog post - security - Sep 2017
How to trace ransomware payments end-to-end
Blog post - security - Aug 2017
Tracking desktop ransomware payments end to end
Talk - security - BH USA 2017
Pinning Down Abuse on Google Maps
Publication - anti-abuse - WWW 2017
Targeted Attack Against Corporate Inboxes A Gmail Perspective
Talk - network security - RSA 2017
Picasso: Lightweight Device Class Fingerprinting for Web Clients
Publication - anti-abuse - SPSM 2016
The Abuse Sharing Economy: Understanding the Limits of Threat Exchanges
Publication - anti-abuse - RAID 2016
Investigating commercial pay-per-install and the distribution of unwanted software
Publication - anti-abuse - Usenix Security 2016
5 useful tips to bulletproof your credit cards against identity theft
Blog post - how-to - Jul 2016
Cloak of visibility: detecting when machines browse a different web
Publication - anti-abuse - S&P 2016
In-depth analysis of the lessons we learned while protecting gmail users
Blog post - anti-abuse - Apr 2016
Framing dependencies introduced by underground commoditization
Publication - anti-abuse - WEIS 2015
How phishing works
Blog post - anti-abuse - Aug 2015
Secrets, lies, and account recovery: lessons from the use of personal knowledge questions at google
Publication - anti-abuse - WWW 2015
Ad injection at scale: assessing deceptive advertisement modifications
Publication - anti-abuse - S&P 2015
Handcrafted fraud and extortion: manual account hijacking in the wild
Publication - anti-abuse - IMC 2014
Dialing back abuse on phone verified accounts
Publication - anti-abuse - CCS 2014
When a porn site masquerades as the apple app store
Blog post - anti-abuse - May 2013
18.4% of us internet users got at least one of their account compromised
Blog post - anti-abuse - Jan 2013
45% of the users found their email accounts more valuable than their bank accounts
Blog post - anti-abuse - May 2012
Google docs used in a spam campaign
Blog post - anti-abuse - Dec 2011
What phishing sites look like ? (study)
Blog post - anti-abuse - Nov 2011