Skyld

Skyld provides a SDK to secure on-device ML models against reverse-engineering

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ML security

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?

Introduction: The Rise of Local AI

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 is used in many fields, including autonomous cars and facial recognition. Every AI application has a carefully designed and trained model. But did...

27 Aug 2024 Skyld Labs
In Which Applications Are ML Models Hidden?
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In Which Applications Are ML Models Hidden?

Artificial Intelligence (AI) and Machine Learning (ML) have rapidly evolved to become essential components of many applications we use daily. Whether it’s content recommendations, fraud...

15 Apr 2024 Skyld Labs
Artificial Intelligence Model Extraction
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Artificial Intelligence Model Extraction

What is a model and why do we care? Machine learning models are the results of highly complex computations and optimization over a massive amount...

06 Feb 2024 Skyld Labs
Model Inversion Attacks: Safeguarding Your AI Secrets With Skyld
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Model Inversion Attacks: Safeguarding Your AI Secrets With Skyld

Have you ever wondered if your machine learning models are vulnerable to attacks that can extract sensitive information, revealing the secrets embedded in their algorithms?...

31 Jan 2024 Skyld Labs
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. However, with this technological revolution comes a...

31 Jan 2024 Skyld Labs
Expert Series : Thibault Maho.
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Expert Series : Thibault Maho.

After working at xBrain, Thibault Maho started a Ph.D. whose title you may not understand: « Input Space Exploration for the security of neural network...

31 Jan 2024 Skyld Labs