ML security

Google Photos' AI Models: The Secret Sauce That Can Be Stolen
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Google Photos' AI Models: The Secret Sauce That Can Be Stolen

Google Photos is one of the most widely-used photo management applications globally, pre-installed on almost every Android device running Google...

New Deployments, New Threats: How To Protect Local AI Models From Reverse Engineering?
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New Deployments, New Threats: How To Protect Local AI Models From Reverse Engineering?

As deep learning (DL) models become integral to application functionality, protecting them is more important than ever. In this article,...

16 Sep 2024 Marie Paindavoine
Attack On AI Models: What You Need to Know!
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Attack On AI Models: What You Need to Know!

Artificial Intelligence (AI) powers a wide range of modern technologies — from autonomous vehicles to facial recognition systems. Every AI...

28 Aug 2024 Anastasia Angou
What Are the Applications of On-Device Machine Learning?
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What Are the Applications of On-Device Machine Learning?

AI models are everywhere—from unlocking your phone to powering medical diagnostics. But few realize how exposed these models become once...

15 Apr 2024 Anastasia Angou
Artificial Intelligence Model Extraction
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Artificial Intelligence Model Extraction

Machine learning models are the results of highly complex computations and optimization over a massive amount of data. Data is...

06 Feb 2024 Anastasia Angou
Model Inversion Attacks in Machine Learning: Are Your AI Models at Risk?
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Model Inversion Attacks in Machine Learning: Are Your AI Models at Risk?

Model inversion attacks pose a real threat to machine learning models trained on sensitive data — from industrial secrets to...

31 Jan 2024 Victor Guyomard
Protect Your On-Device Artificial Intelligence Algorithms: Encryption Is Not Enough!
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Protect Your On-Device Artificial Intelligence Algorithms: Encryption Is Not Enough!

On-Device Artificial Intelligence (AI) is an invaluable asset to many industries, offering revolutionary capabilities in analysis and prediction. But with...

31 Jan 2024 Victor Guyomard
Expert Series: Understanding and Defending Against Adversarial Attacks on AI by Thibault Maho
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Expert Series: Understanding and Defending Against Adversarial Attacks on AI by Thibault Maho

This post introduces the research of Thibault Maho, a Ph.D. student working on the security of neural networks. His work...

31 Jan 2024 Marie Paindavoine