Guarding the ML Galaxy: Beyond Accuracy to Privacy and Security
from Attentive Mobile Inc (USA)
from Bordo AI
About speaker
Author of the book "Sculpting Data for ML", I am a Lead ML Engineer & Researcher recognized by the US Government for outstanding contribution to ML research.
AI Lead, Data Scientist & ML Engineer • 10x AI & Open Source Award Winner • Google Developer Expert • 'Sculpting Data for ML' Book Author
Google Developer Expert (verified)
Google Champion Innovators (verified)
Women Techmakers Ambassador (verified)
10-time award winner in Artificial Intelligence...
About speakers company
https://attentive.com/
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Abstracts
Modern services are leveraging ML on proprietary data to personalize UX. But a slight slack can have disastrous socio-economic outcomes! We review techniques for retaining the privacy of data & proprietary design, warranting the security of the deployed model to ensure trust among all stakeholders.
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