Zeyi (Lucia) Liu (lzylucy)

lzylucy

Geek Repo

Company:Stanford University

Location:Palo Alto, CA

Home Page:https://lzylucy.github.io/

Twitter:@Liu_Zeyi_

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Zeyi (Lucia) Liu's repositories

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Malware-GAN-attack

We implement MalGAN to attack several PDF classifiers and evaluate the robustness of those models.

Gibbs-GMM

Implementation of Gibbs Sampling for a Gaussian Mixture Model with Evaluation on CIFAR10

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EvadeML

An evolutionary framework for evading machine learning-based malware classifiers.

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Malware-GAN

Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017

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pdfclassifier

On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542

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STEP

Google STEP starter projects

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