Jailbreaks, model extraction, fingerprinting, resource exhaustion
Unbounded Consumption is ranked LLM10 in the OWASP LLM Top 10 (2025) — the industry-standard taxonomy for large language model security risks. It represents one of the most commonly exploited vulnerability classes in production AI deployments.
Persona hijacking, encoding-based bypasses, multi-turn escalation, model fingerprinting, training data memorization, resource exhaustion.
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