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SKU/Artículo: AMZ-B0GJMKV125

Machine Learning Security: Protecting Models from Adversarial Attacks and Data Poisoning

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En stock

Peso con empaque:
0.47 kg

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Sí

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Nuevo

Producto de:
Amazon

Sobre este producto

Adversarial Evasion: Understand how attackers generate "perturbations"—invisible noise that fools classifiers—and how to use Adversarial Training to immune your models against them.
Data Poisoning: Learn how malicious actors inject bad data into your training set to create "backdoors" that trigger only when they want them to.
Privacy Attacks: Stop Model Inversion and Membership Inference attacks that allow hackers to reverse-engineer your model to steal sensitive user data.
Defense Strategies: Implement defensive distillation, feature squeezing, and gradient masking to make your models harder to crack.
Secure the Pipeline: Protect the entire ML lifecycle, from the Jupyter notebook to the production API endpoint.

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Machine Learning Security: Protecting Models from Adversarial Attacks and Data Poisoning

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Machine Learning Security: Protecting Models from Adversarial Attacks and Data Poisoning

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