Skyld Blog: Insights on AI Model Protection, Threats & Cybersecurity

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
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
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
Edge AI: Benefits, Applications and Risks
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Edge AI: Benefits, Applications and Risks

Edge AI combines artificial intelligence with edge computing to enable fast, private, and efficient decision-making right on devices like smartphones,...

02 May 2023 Marie Paindavoine