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Hands-On Artificial Intelligence for Cybersecurity
book

Hands-On Artificial Intelligence for Cybersecurity

by Alessandro Parisi
August 2019
Intermediate to advanced content levelIntermediate to advanced
342 pages
9h 35m
English
Packt Publishing
Content preview from Hands-On Artificial Intelligence for Cybersecurity

EvadeML-Zoo library of adversarial examples

Another library of particular interest is EvadeML-Zoo. EvadeML-Zoo is a benchmarking and visualization tool for adversarial machine learning, developed by the machine learning group and the security research group at the University of Virginia.

EvadeML-Zoo is released under the MIT license (https://github.com/mzweilin/EvadeML-Zoo/blob/master/LICENSE) and is freely available for download at https://github.com/mzweilin/EvadeML-Zoo.

The EvadeML-Zoo library provides a series of tools and models, including the following:

  • Attacking methods such as FGSM, BIM, JSMA, Deepfool, Universal Perturbations, and Carlini/Wagner-L2/Li/L0
  • Pretrained state-of-the-art models to attack
  • Visualization of adversarial examples ...
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Publisher Resources

ISBN: 9781789804027Supplemental Content