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Machine Learning for Cybersecurity Cookbook
book

Machine Learning for Cybersecurity Cookbook

by Emmanuel Tsukerman
November 2019
Intermediate to advanced content levelIntermediate to advanced
346 pages
9h 36m
English
Packt Publishing
Content preview from Machine Learning for Cybersecurity Cookbook

How to do it...

In the following steps, we provide a recipe for using NEUZZ to find crash-causing inputs to the readelf Unix tool:

  1.  Build neuzz using the following:
gcc -O3 -funroll-loops ./neuzz.c -o neuzz
If you receive warnings, that's okay.

2. Install the libraries needed for 32-bit binaries:

 sudo dpkg --add-architecture i386 sudo apt-get update sudo apt-get install libc6:i386 libncurses5:i386 libstdc++6:i386 lib32z1
  1. As root, set the CPU scaling algorithm and core dump notification:
 cd /sys/devices/system/cpu echo performance | tee cpu*/cpufreq/scaling_governor echo core >/proc/sys/kernel/core_pattern
  1. Copy neuzz, nn.py, and afl-showmap to programs/readelf:
 cp /path_to_neuzz/neuzz /path_to_neuzz/programs/readelf cp /path_to_neuzz/nn.py ...
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Publisher Resources

ISBN: 9781789614671Supplemental Content