The hidden dangers of loading open-source AI models (ARBITRARY CODE EXPLOIT!)

#huggingface #pickle #exploit Did you know that something as simple as loading a model can execute arbitrary code on your machine? Try the model: https://ift.tt/TZGhln9 Get the code: https://ift.tt/6bFz5sY Sponsor: Weights & Biases Go here: https://wandb.me/yannic OUTLINE: 0:00 - Introduction 1:10 - Sponsor: Weights & Biases 3:20 - How Hugging Face models are loaded 5:30 - From PyTorch to pickle 7:10 - Understanding how pickle saves data 13:00 - Executing arbitrary code 15:05 - The final code 17:25 - How can you protect yourself? Links: Homepage: https://ykilcher.com Merch: https://ift.tt/vpa60F7 YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://ift.tt/NfMEgQ2 LinkedIn: https://ift.tt/PnkLgF8 If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://ift.tt/4C7BRZi Patreon: https://ift.tt/yOQrCto Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n