PapersSelected

利用API漏洞提取前沿模型隐藏推理过程

Why we picked it

有人发现了从各家前沿模型API里偷看隐藏推理的漏洞,还验证了计费token对得上,挺有意思的。

Alexander Panfilov等人发现了一种利用前沿AI公司API漏洞提取隐藏推理过程的方法。该方法在大多数查询中,推理token计数与API计费思考token实现1:1匹配。

Body

这一发现表明,在不破坏加密的情况下,蒸馏推理轨迹可能早已可行。相关讨论在X平台上引发关注。

Original · elvis

Recommended reading. "This suggests that distilling reasoning traces may have been possible for a long time without ever breaking the cryptography." Alexander Panfilov @kotekjedi_ml We can finally talk about it: We found a way to extract hidden reasoning of frontier models using a vulnerability in the APIs of every frontier AI company. We verified that our reasoning token count matches billed API thinking tokens 1:1 for most of the prompts we queried. 🔗 View Quoted Tweet📊 3 ⚡

Industry Coordinates & Source Verification

This report is categorized under AITOP's "Papers" desk. Key entities and technical topics under continuous tracking include 推理模型, API漏洞, token, 前沿模型.

Source attribution: curated from elvis (@omarsar0).