Atlas · GenAI 2026
AI Rate Limiting
DoS & cost abuse prevention (rate limits)
conceptPeak: 2024AI SecurityAI consensus: 1/3
Prerequisites
- mediumAI FinOps
Cost abuse prevention requires understanding token economics — FinOps provides the cost model
- mediumAPI Development
Rate limiting is typically implemented at the API layer — FastAPI/gateway knowledge enables implementation
Recommended reference
OWASP (2025) 'LLM Top 10: LLM10 Unbounded Consumption' — covers denial-of-wallet and resource exhaustion attacks on LLM systems
Notes from AI deep research
Anthropic Opus
OWASP: Unbounded Consumption. Denial-of-wallet attacks. Rate limits + cost caps = baseline defense
OpenAI Deep Research
LLM 'drogie do wywołania'. Core [OA#72]
Related skills
- → is part of: AI Data Security(2/3)
- → is subcategory of: AI Risk Management(1/3)
- → is subcategory of: AI Safety(1/3)