What is AI model distillation, and why is it so hard to stop?
Anthropic and OpenAI accused Chinese AI developers of mining their models’ answers to train cheaper copycats. Here’s how distillation works and why it’s so hard to stop
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Anthropic and OpenAI accused Chinese AI developers of mining their models’ answers to train cheaper copycats. Here’s how distillation works and why it’s so hard to stop
Anthropic on Thursday said it identified and disrupted industrial-scale illicit distillation attacks against Claude from seven labs based in China, including Alibaba, Moonshot, Dee...
This article provides a detailed guide about What Is Distillation in AI Models, how teacher and student models work, and ... Read more The post What Is Distillation in AI Models?...
Beijing has threatened to retaliate if Washington moves to curb Chinese artificial intelligence (AI) firms over accusations that they used a technique called distillation to copy A...
In this article, you will learn what model distillation is, how it has evolved for large language models, and why it has become one of...
OpenAI on Wednesday said it identified and disrupted a coordinated distillation campaign that was designed to illicitly extract protected reasoning from its artificial intelligence...
Spooks and CISA point to ‘industrial-scale distillation’ by DeepSeek, Alibaba, and other Chinese players
Enhanced security measures could boost Anthropic's competitive edge in AI rankings, influencing market dynamics and industry standards. The post Anthropic’s new safeguards cut AI d...
OpenAI’s latest distillation incident suggests that release changes more than access: it can reduce how much competitors need to discover…Continue reading on Medium »
The incident underscores the urgent need for robust cybersecurity measures and international cooperation to protect AI intellectual property. The post Anthropic disrupts massive di...
U.S. cybersecurity and intelligence agencies have accused China-based artificial intelligence (AI) companies of conducting "systematic extraction" of proprietary functionalities an...
Lasso Security sees differences in tool handling and model refusals
Interesting research: “Stealing Reasoning Traces from Proprietary LLM APIs“: Abstract: Leading large language model providers now conceal their models’ step-by-step reasoning, or c...
NSA, FBI and CISA have warned that China-based AI firms are running industrial-scale distillation attacks on U.S. frontier AI models. The post NSA, FBI & CISA Issue Advisory on...
This is a problem: Any open model whose weights have been edited can carry a backdoor, whether it’s a task-specific fine-tune, a merged adapter or an abliterated build. We have abl...
SynthID can cause models to follow harmful instructions they would otherwise refuse.
AI models' vulnerability to social engineering highlights the urgent need for enhanced security measures and stricter access controls. The post Hackers are talking AI models out of...
NSA, FBI, and CISA cite “aggressive, malicious, and targeted" distillation tactics.
Following repeated security debacles at OpenAI and Anthropic — both of which have developed agents that ended up hacking external systems — AI safety researchers within both firms....
Teaching foundation models new skills without breaking them is hard. A new reinforcement learning-based approach might have the power to change that. The post Could On-Policy Self-...
Commercial AI tools failed to defend the platform against the attack — the solution lies in open-weight models
An AppSec team can point an AI agent running on a general-purpose model at its own web apps with little setup. Sure, the model writes the attacks. But everything that makes those a...
OpenAIは、モデルの推論過程を抜き出す組織的な“敵対的蒸留”を特定し、阻止したと発表した。活動の中核には中国Moonshot AIの関係者が関与したと分析。暗号化された推論を悪用する新たな手口に...
Anthropic похвалилась, что свежие меры по защите ИИ-моделей от дистилляции сработали — объём данных, которые конкуренты могут извлечь из Claude для обучения собственных ИИ-моделей,...
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