Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 10:46

ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking

Published:Dec 8, 2025 01:41
1 min read
ArXiv

Analysis

This article discusses a new type of denial-of-service (DoS) attack, called ThinkTrap, targeting black-box Large Language Model (LLM) services. The attack exploits the LLM's reasoning capabilities to induce an infinite loop of processing, effectively making the service unavailable. The research likely explores the vulnerability and potential mitigation strategies.

Reference

The article is based on a paper published on ArXiv, suggesting a peer-reviewed or pre-print research.