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About
Background
Work Experience
Education
Certificates
Projects
Other pages
Blog
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EN
English
Português
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linear algebra
Posts
The Black Box Illusion: ML APIs are an invitation to theft
Jan 28, 2026
cybersecurity
deep learning
large language model
linear algebra
Is hiding your model weights behind a REST API actually secure? A technical deep dive into how AugSteal, linear algebra, and side-channels are dismantling MLaaS.