====== Machine Learning ====== * [[https://www.youtube.com/watch?v=VwVg9jCtqaU|Bilderkennung mit Neuronalen Netzen (Google I/O 2019)]] * https://www.amazon.de/Make-Your-Neural-Network-English-ebook/dp/B01EER4Z4G * https://blog.oreilly.de/2017/06/22/von-neuronalen-netzen-und-ganz-vielen-anderen-dingen-ein-interview-mit-tariq-rashid/ * [[https://www.youtube.com/watch?v=b7oYqAlX_Bo|Tariq Rashid - A Gentle Introduction to Neural Networks (with Python) - Youtube]] ==== Analyse von Netzwerk-Paketen mit ML ==== * https://towardsdatascience.com/how-to-build-a-custom-dataset-for-tensorflow-1fe3967544d8 * https://www.h21lab.com/tools/anomaly-detection * https://github.com/H21lab/Anomaly-Detection/blob/master/ad_tf_autoencoder.ipynb * [[https://github.com/tensorflow/io/issues/264|Support for pcap offline network packet format for tensorflow-io]] * https://github.com/tensorflow/io/blob/master/tests/test_pcap_eager.py * https://www.tensorflow.org/io/api_docs/python/tfio/v0/IOTensor * http://caia.swin.edu.au/reports/131120A/CAIA-TR-131120A.pdf * http://profiles.murdoch.edu.au/myprofile/sebastian-zander/