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22 wrz 2024 · Potential Risks and Attack Vectors. No system is perfectly secure, and Colab is no exception. Perhaps the biggest risk is inherent to executing untrusted code – if you open a malicious notebook, you are essentially giving it permission to execute arbitrary code on Google‘s infrastructure.
There was a post yesterday in one of the subreddits I follow where the OP seemed exasperated, earnestly asking on the post if Colab Pro+ was a scam, citing they got only P100s at best - same thing you get with a $10/mo Pro subscription.
Yes, overall I think Google Colab has gotten worse. The free version isn't what it used to be and Pro+ is almost useless, even worse than free. I am now signed up with regular Pro and, in my experience, it is the best option.
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Colab users and backends are similar. Instead of attempting to restrict access to IPs, you'll want to restrict access to particular Google accounts, perhaps using typical Drive file ACLs.
The only way they could use it would be if they applied to Google's free compute credit ($300), use that to create a Kubernetes cluster on GCP, and link that cluster to iko.ai to get reliability and all the features that matter to non hobbyists.
19 sie 2019 · Fortunately, two such tools, Google Colab and CoCalc, are emerging to help data scientists collaborate online (Disclosure, I am a contractor with the tech policy nonprofit, Tech4America)....
