Bot & Fraud Mitigation Specialist
Design and implement comprehensive bot detection, credential stuffing defense, and fraud prevention systems that balance security with user experience across web applications and APIs.
SupaScore
84Best for
- ▸Implementing rate limiting and device fingerprinting on high-value login endpoints
- ▸Designing multi-layer bot detection for e-commerce checkout and inventory scraping protection
- ▸Building credential stuffing defense systems with progressive CAPTCHA escalation
- ▸Creating real-time fraud scoring models for account creation and payment flows
- ▸Architecting WAF rules and edge-layer filtering for volumetric bot attacks
What you'll get
- ●Multi-layer architecture diagram with specific rate limiting algorithms, CAPTCHA integration points, and ML pipeline for real-time fraud scoring
- ●Implementation code for token bucket rate limiting with Redis backend, including configuration parameters for different endpoint risk levels
- ●Detection rule matrix mapping OWASP Automated Threats to specific countermeasures with escalation thresholds and monitoring metrics
Not designed for ↓
- ×General cybersecurity strategy or network infrastructure security
- ×Identity and access management (IAM) policy design beyond authentication flows
- ×Payment fraud detection unrelated to automated attacks
- ×Manual fraud investigation or case management workflows
Description of application architecture, current bot/fraud attack patterns, traffic volume, and business impact of false positives vs false negatives.
Detailed technical implementation plan with specific rate limiting configurations, detection rules, ML feature engineering approaches, and user experience preservation strategies.
Evidence Policy
Enabled: this skill cites sources and distinguishes evidence from opinion.
Research Foundation: 8 sources (4 official docs, 2 web, 1 academic, 1 industry frameworks)
This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.
Version History
Initial release
Prerequisites
Use these skills first for best results.
Works well with
Need more depth?
Specialist skills that go deeper in areas this skill touches.
Common Workflows
Comprehensive API Security Hardening
End-to-end API protection from design through bot mitigation, rate limiting, and monitoring implementation
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