# denial-of-service
4 articlestagged with “denial-of-service”
Recursive Function Calling
Techniques for triggering infinite loops, resource exhaustion, and call chain manipulation in LLM function calling systems through recursive and repeated invocations.
recursive-callsfunction-callingresource-exhaustiondenial-of-servicecall-chains
Denial of Service
LLM resource exhaustion attacks including sponge examples, context window flooding, recursive prompt loops, and token amplification that degrade or disable AI systems.
denial-of-serviceresource-exhaustionsponge-examplesavailabilityimpact
Advanced Rate Limiting Strategies for LLM API Endpoints
Designing, attacking, and defending rate limiting systems for LLM inference APIs to prevent abuse, model extraction, and resource exhaustion
infrastructurerate-limitingllm-apisdenial-of-servicemodel-extraction
Inference Cost Attacks
Attacks that exploit inference cost dynamics to cause financial damage through adversarial input crafting and API abuse.
llmopsinferencecostdenial-of-service