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OpenAI and Hugging Face address security incident during model evaluation

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Re: OpenAI and Hugging Face address security incident during model evaluation

#711
From HF:

> The practical lesson for defenders: have a capable model you can run on your own infrastructure vetted and ready before an incident, both to avoid guardrail lockout and to keep attacker data and credentials from leaving your environment.

This sounds like a reasonable measure. Any recommendations regarding the most suitable models for this? GLM? Kimi?

Re: OpenAI and Hugging Face address security incident during model evaluation

#712

I don't know if OpenAI thinks this is a marketing / PR angle for them (our super smart AI cheated on a cyber capabilities test in the most _brilliant_ way) but my read is this: Why should OpenAI (or any frontier lab) be building these systems if they can't get a secure environment / containment right? It sounds like there was little defense in depth, appropriate monitoring, or any attempts to have their super smart m…

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Re: OpenAI and Hugging Face address security incident during model evaluation

#713

This is the first one of these announcements that has me actually scared of what comes next. Obviously these models have gotten smarter but this strikes me as the first time I've seen a model have a "paperclip factory" moment and perform non-trivial tasks to accomplish a clearly misaligned secondary goal. It's remarkable that building a society based around having to do something so you can go do your hobbies at home…

I don't think this is a paperclip factory moment. IIUC, it's an agent whose job it is to identfy and abuse exploits and that's exactly what it went off and did. The problem isn't anything AI specific, the problem is OpenAI's incompetence in their research leading to a lab leak. Just incompetence demanding regulation.

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Re: OpenAI and Hugging Face address security incident during model evaluation

#714
post #638

I already asked on another message board too, but: Can someone tell me how this technically can happen? I assume HuggingFace performs benchmark testing using containerized versions of the LLMs, or what do they mean by sandbox? So the model was able to 'escape' the container? I'm not following here. Also, is this an incredible feat or just a lucky find (stolen credentials)?

It is the OAI ExploitGym agents (on GPT 5.6-Sol with guardrails turned off) that escaped the sandbox, found a zero day in HF production dataset and exploited it.

Re: OpenAI and Hugging Face address security incident during model evaluation

#717

Earlier quoted context omitted.

And even that is backfiring, their partner citing GLM being useful there, and available in just a spin. A ban on open weight models is never going to be enforceable.

Bans in general don't have to be and rarely will be completely enforceable in all cases. But a ban with significant enough consequences would mean most businesses wouldn't think about trying them at some point, just to avoid the risk.

It isn't even as simple as banning copyrighted copies.

Weights are fungible.

I fine-tune an open weigh model and call it legit. Good luck for authorities to prove where the base model was from, or to prove a Tor connection a few months ago was fetching suspicious bytes.

Re: OpenAI and Hugging Face address security incident during model evaluation

#718
post #598

Earlier quoted context omitted.

Because the proof is in the pudding. Real pentests are about showing exploitation, merely enumerating vulnerabilities, that’s vulnerability scan and works on known vulnerabilities. You can’t confirm a vulnerability by _not exploiting_ it, especially unknown one.

You can still exploit a system and easily prove it via simply popping a shell or calc.exe or updating a database with a new entry, etc… They didn’t have to let it loose on the network. If that system was air gapped - problem solved.

But that’s the problem with AI it is like 16yo script kiddy who will just exfiltrate all your PII and think it did good job. Mature pentester would pop calc.exe make screenshot and be done.

Other problem is setting up air gapped test environment is a lot of work, especially if you expect it to be equal to real thing.

This pentest with AI is not as useful if you set up a single app - it really is useful if you want to find exploitable chains of exploits that seemingly might not be exploitable separately or not leading to full hack separately.

Re: OpenAI and Hugging Face address security incident during model evaluation

#719
post #600

I don't know if OpenAI thinks this is a marketing / PR angle for them (our super smart AI cheated on a cyber capabilities test in the most _brilliant_ way) but my read is this: Why should OpenAI (or any frontier lab) be building these systems if they can't get a secure environment / containment right? It sounds like there was little defense in depth, appropriate monitoring, or any attempts to have their super smart m…

IMO they hope to make AI a strongly regulated industry, with OpenAI (and Anthropic) becoming military suppliers with their stronger models, and everything Chinese or open-weight gets banned. The competition from the open models is so strong now that this seems to be the only way to keep both companies afloat, given their dire financials. OpenAI probably hoped that they can achieve market lead and then lower the train…

> [...] would be protected from the market.

One might step back and ask: why would a well funded company with free mining access to all the information in the world need to be protected from the market, if the market suggest less money and resources are sufficient?

Something something cathedral / bazaar? Communism / capitalism? Control / anarchy?

Re: OpenAI and Hugging Face address security incident during model evaluation

#720
OpenAI deployed a tool to perform a task. They failed to control it and it did something unintended but negative.

It is a mistake to view this as anything but human incompetence. They're just being given a pass because the technology is new.

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