Zhichuang Sun

System Security, On-device ML Security Research, Google

[Zhichuang Sun @sunzc522]

https://t.co/nBqxXGtL41

[Zhichuang Sun @sunzc522]

The key idea is ShadowNet securely outsources the computationally heavy linear layers of the CNN to the untrusted accelerators while performing everything else inside a TEE.
Shadownet is integrated with TensorFlow Lite and supports a wide range CNN architectures!
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[Zhichuang Sun @sunzc522]

Want to deploy your ML models on mobile devices without worrying about model privacy? Check out our paper ShadowNet @IEEESSP '23!
Link: https://t.co/DnkARDszae
@trustworthy_ml
Joint work with @Law1iar @gracesrm @AmritaRoyChowd8 @_longlu_ @jhasomesh [1/3]

[Zhichuang Sun @sunzc522]

ShadowNet enables secure real-time inferencing on CNNs while still supporting access to untrusted hardware accelerators for performance efficiency!
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[Zhichuang Sun @sunzc522]

Search "amazon" on Google and click the first ad of Amazon, I got attacked. I tried it on Chrome of macbook and another device runs Ubuntu, and Safari of macbook, too. Interestingly, If I change my profile, it won't work, means it's profile targeted attack!@AmazonHelp @Google

[Zhichuang Sun @sunzc522]

@dgi_DE I trust your comment on this S&P paper https://t.co/Bj1pqmB9M8, say something ;)

[Andrew Ng @AndrewYNg]

I often advise people to take on projects you're only 70% qualified for, but then learn like crazy to bridge that 30%.

[意識低い系bot @ishiki_hikuiyo]

コナンがμ'sメンバーだった時の画像ください！　http://t.co/FOnMsVRQ8h　

[The Guardian @guardian]

Why do whistleblowers go to Ecuador? http://t.co/sVOcqlsviG #NSA #GCHQ