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Ilia Shumailov

Published podcast speaker

Claims
20
Episodes
2
Shows
1
Named items
0

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What Ilia said.

5 transcript-backed records

01 / evaluation

Like, model stealing broadly allows us by just simply quitting the models to learn the insights of the models, like, to learn the decision boundaries. And the best way, I think, to think about this is, like, in a more crypto cryptanalytic way.

“Like, model stealing broadly allows us by just simply quitting the models to learn the insights of the models, like, to learn the decision boundaries. And the best way, I think, to think about this is, like, in a more crypto cryptanalytic way.”
Speaker
Ilia Shumailov
Publisher
Machine Learning Street Talk

02 / evaluation

This is not a trust execution environment. It's a completely different new way to approach private inference that truly, really exists because we have those trusted third parties to which we can give secrets.

“This is not a trust execution environment. It's a completely different new way to approach private inference that truly, really exists because we have those trusted third parties to which we can give secrets.”
Speaker
Ilia Shumailov
Publisher
Machine Learning Street Talk

04 / evaluation

I have to say that in AI, I I think the reason why there is so much confusion about these 2 fields is because in safety, folks kinda started assuming malicious actors very quickly for for absolutely no reason, by the way.

“I have to say that in AI, I I think the reason why there is so much confusion about these 2 fields is because in safety, folks kinda started assuming malicious actors very quickly for for absolutely no reason, by the way.”
Speaker
Ilia Shumailov
Publisher
Machine Learning Street Talk

05 / evaluation

Usually, when I tell it to people, they get a little bit triggered, especially if they come from a cryptographic community because they say what I'm proposing is a little bit crazy.

“Usually, when I tell it to people, they get a little bit triggered, especially if they come from a cryptographic community because they say what I'm proposing is a little bit crazy.”
Speaker
Ilia Shumailov
Publisher
Machine Learning Street Talk
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