Analysis
(PDF) Token Exhaustion Attacks: Treating LLM Consumption as a Security Boundary
Publication date unknown · Discovered academia.edu
Page published
Publication date unknown · First observed: 16 Oct 2026
Coverage timeline
Single-source analysis — one report is available.
Why it matters
LLM token-exhaustion risks concern availability and resource-budget defenses, but the supplied excerpt does not establish an actionable vulnerability.
Sebastian Wallace's paper, “Token Exhaustion Attacks: Treating LLM Consumption as a Security Boundary,” frames LLM token consumption as a security concern. The supplied Academia.edu excerpt contains bibliographic information but no technical mechanism, experimental findings, or demonstrated exploit.