Abuse prevention
Also called Abuse Prevention
The whole toolkit for stopping people from misusing a system at scale — spam, fraud, harassment, mass generation.
Think of it like
A casino’s security floor: cameras, chip limits, and watchful staff all working to keep cheats from running the tables.
Example
A platform combines rate limits, account verification, and behavior scoring to block a bot ring generating thousands of scam messages.
How it actually works
Prevention layers signals — account age, payment verification, behavioral anomalies, content classifiers — because no single check catches everything and attackers adapt. It is inherently adversarial and ongoing, closer to fraud-fighting than to a fixed rule set. It sits inside the broader trust and safety function.
For product teams
The difference between a tool for builders and a weapon for bad actors — and a major cost center.
For engineers
Ensemble identity, behavioral, and content signals; expect an adaptive adversary and iterate continuously.
Related
- Rate limiting — Uses rate limiting as a core tactic.
- Trust and safety — A pillar of the trust and safety function.
Read anything AI without the jargon
Look up any term in plain English, or save terms as you read with the free Chrome extension.
Open DecoderAdd to Chrome