Search Results for author: Vincent Emanuele

Found 2 papers, 0 papers with code

Reverse engineering adversarial attacks with fingerprints from adversarial examples

no code implementations31 Jan 2023 David Aaron Nicholson, Vincent Emanuele

Adversarial examples are typically generated by an attack algorithm that optimizes a perturbation added to a benign input.

Image Classification

Rethinking Backdoor Data Poisoning Attacks in the Context of Semi-Supervised Learning

no code implementations5 Dec 2022 Marissa Connor, Vincent Emanuele

Semi-supervised learning methods can train high-accuracy machine learning models with a fraction of the labeled training samples required for traditional supervised learning.

Data Poisoning

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