Every web application with self-service signup faces abuse. Whether you're dealing with freeloaders, bots, fraudsters, or scrapers, the patterns are predictable. Here's how Dregs takes care of the most common ones.
Freeloaders sign up, burn through your trial, and sign up again with a different email. Dregs catches repeat signups through device fingerprinting, even across incognito sessions and VPNs.
One person, multiple accounts. They're probably gaming referrals, manipulating votes, evading bans, or stacking free resources. Dregs links them automatically through shared devices and behavior.
Automated scripts create fake accounts, scrape content, stuff credentials, and hammer your APIs. Dregs identifies them through device fingerprints and behavioral analysis that bots can't fake.
Junk accounts with keyboard-mashed names and disposable emails pollute your database and skew your metrics. Dregs evaluates the quality of every signup at the moment of submission.
Attackers test leaked credentials against your login page, thousands per hour. Dregs detects the velocity, automation fingerprints, and identity cycling that give these attacks away.
Fraudsters refer themselves with fake accounts to collect bonuses on both sides. Dregs maps the relationship graph between referrer and referred, exposing the scheme from the first shared device.
Dregs automatically flags suspicious devices and malicious users, stopping them from abusing your free trials, misusing your app, and polluting your analytics.
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