Kristina Nikolić

I am at NeurIPS 🇨🇦, please reach out if you want to grab a coffee!

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Come do open AI with us in Zurich!
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Gradient Masking All-at-Once: Ensemble Everything Everywhere Is Not Robust Ensemble everything everywhere is a defense to adversarial examples that was recently proposed to make image classifiers robust. This defense works by ensembling a model's intermediate representations...

Ensemble Everything Everywhere is a defense against adversarial examples that people got quite exited about a few months ago (in particular, the defense causes "perceptually aligned" gradients just like adversarial training)

Unfortunately, we show it's not robust...

arxiv.org/abs/2411.14834

Zurich is a great place to live and do research. It became a slightly better one overnight! Excited to see OAI opening an office here with such a great starting team 🎉