cylance/introductiontomachinelearningforsecuritypros

Example code for our book Introduction to Artificial Intelligence for Security Professionals

IntroductionToMachineLearningForSecurityPros

introductiontomachinelearningforsecuritypros's Issues

Syntax error in extract_features_from_prevectors.py

When running the python script extract_features_from_prevectors.py it throws a syntax error in line 7:

line 7: syntax error near unexpected token (' line 7: with open ("prevectors.json", "r") as f:'

It also prints out: "from: too many arguments"

I'VE LOOKED AT THE CODE BUT COULD NOT FIND ANYTHING WRONG. ANY IDEAS?

"Cannot convert argument type %s to rgba array" % type(c))

In visualize_vectors.py on line 16 the third paramater zs passed to plt.scatter() causes and exception to be thrown when trying to convert to an rgba array. I was able to resolve this issue with minor fixes.

Python Version: 2.7.12
Matplotlib Version: 1.5.1
Numpy Version: 1.11.0

Exception Thrown:

chris@chris-HP-EliteBook-820-G3:~/Projects/IntroductionToMachineLearningForSecurityPros/clustering_example$ python visualize_vectors.py -i secrepo.h5
(10000, 3)
Traceback (most recent call last):
File "visualize_vectors.py", line 32, in
visualize(vectors)
File "visualize_vectors.py", line 17, in visualize
s=200,
File "/usr/lib/python2.7/dist-packages/matplotlib/pyplot.py", line 3251, in scatter
edgecolors=edgecolors, data=data, **kwargs)
File "/usr/lib/python2.7/dist-packages/mpl_toolkits/mplot3d/axes3d.py", line 2273, in scatter
patches = Axes.scatter(self, xs, ys, s=s, c=c, *args, **kwargs)
File "/usr/lib/python2.7/dist-packages/matplotlib/init.py", line 1814, in inner
return func(ax, *args, **kwargs)
File "/usr/lib/python2.7/dist-packages/matplotlib/axes/_axes.py", line 3893, in scatter
alpha=alpha
File "/usr/lib/python2.7/dist-packages/matplotlib/collections.py", line 831, in init
Collection.init(self, **kwargs)
File "/usr/lib/python2.7/dist-packages/matplotlib/collections.py", line 117, in init
self.set_facecolor(facecolors)
File "/usr/lib/python2.7/dist-packages/matplotlib/collections.py", line 612, in set_facecolor
self._facecolors = mcolors.colorConverter.to_rgba_array(c, self._alpha)
File "/usr/lib/python2.7/dist-packages/matplotlib/colors.py", line 391, in to_rgba_array
"Cannot convert argument type %s to rgba array" % type(c))

Book Errata - Page 52

The command shown has -m set to 2 and above the paragraph states you will set M to 5 . Not super important, but thought you might wish to be aware.

How to register with Andrototal and get the API Key?

Hello
When try to register with Andrototal, it just refer me to tumblr and cannot serf my own profile to get the API key. Screenshots would help more,please