antoinebrl

import numpy as np
from scipy.stats import mode


def euclidean_distance(x1, x2):
    # x1 array of shape (N, D)
    # x2 array of shape (N', D)
    # output pairwise distances, array of shape (N, N')
    return np.linalg.norm(x1[:, np.newaxis] - x2, axis=1)

antoinebrl

Preparation of ImageNet (ILSVRC2012)

The dataset can be found on the official website if you are affiliated with a research organization. It is also available on Academic torrents.

This script extracts all the images and group them so that folders contain images that belong to the same class.

1. Download the ILSVRC2012_img_train.tar and ILSVRC2012_img_val.tar
2. Download the script wget https://gist.githubusercontent.com/antoinebrl/7d00d5cb6c95ef194c737392ef7e476a/raw/dc53ad5fcb69dcde2b3e0b9d6f8f99d000ead696/prepare.sh
3. Run it ./prepare.sh

iandanforth

If you see this error when trying to import pandas under osx 10.14 Mojave

ModuleNotFoundError: No module named '_lzma'

You may be missing the xz libraries (https://tukaani.org/xz/)

This may be corrected by using homebrew to install it.

antoinebrl

Sources

• Google XSS Challenges at https://xss-game.appspot.com
• Help : https://www.google.com/about/appsecurity/learning/xss/index.html

Level 1: Hello, world of XSS

The output will be directly displayed without any escaping. A simple query with <script>alert("XSS")</script> will do the job.