Bot & Abuse Mitigation
Stop Bots Without Punishing Users
Signature-based defenses fail silently against sophisticated bots. CAPTCHAs frustrate legitimate users while determined attackers solve them programmatically. A different approach is needed.
How It Works
Behavioral Detection
Quicksand observes how clients interact over time. Request timing, session patterns, and API call sequences build a behavioral profile. No static rules or signature databases to maintain — detection adapts to actual client behavior.
Incremental Risk Scoring
A single anomalous request doesn’t trigger blocking. Instead, consistent timing patterns, missing browser entropy, impossible geographic jumps, and other signals accumulate over time. Confidence builds incrementally, reducing false positives while catching persistent threats.
Selective Enforcement
Quicksand protects human users AND legitimate machine-to-machine traffic. APIs, mobile apps, and partner integrations remain unaffected. Only clients exhibiting clear bot characteristics face enforcement actions. Legitimate automation continues to operate normally.
Low-and-Slow Detection
Behavioral signals are tracked across extended time windows. Credential stuffing campaigns spread across hours or days are still caught. Attackers who throttle their activity to avoid rate limits are detected through cumulative behavioral analysis, not simple request counting.
Key Outcomes
- Accurate detection of low-and-slow attacks
- Enforcement without breaking APIs or M2M traffic
- No CAPTCHAs, no user friction
- Protection against scraping, credential abuse, and automation
Designed for environments where false positives are operational failures.
Ready to Stop Bots Without Blocking Legitimate Users?
See how Quicksand detects and mitigates automated abuse with zero user friction.
Scenario
An e-commerce platform faces persistent bot traffic — price scraping, inventory checking, and account takeover attempts spread across thousands of rotating IP addresses. Traditional rate limiting blocks legitimate customers. CAPTCHAs drive abandonment. Quicksand’s behavioral analysis detects automated patterns across extended time windows without disrupting human users or legitimate API integrations.