Logan Ding's repositories
aws-serverless-security-workshop
In this workshop, you will learn techniques to secure a serverless application built with AWS Lambda, Amazon API Gateway and RDS Aurora. We will cover AWS services and features you can leverage to improve the security of a serverless applications in 5 domains: identity & access management, code, data, infrastructure, logging & monitoring.
bigriver-tools
Some scripts for dealing with AWS
dl4j-examples
Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)
DumpsterDiver
Tool to search secrets in various filetypes.
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
InviZzzible
InviZzzible is a tool for assessment of your virtual environments in an easy and reliable way. It contains the most recent and up to date detection and evasion techniques as well as fixes for them.
Machine-Learning-Notes
周志华《机器学习》手推笔记
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
mxnet-tutorial
my simple tutorial for mxnet, a fast deep learning framework
my-arsenal-of-aws-security-tools
List of open source tools for AWS security: defensive, offensive, auditing, DFIR, etc.
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
PerformanceTricksMXNetGluon
A repository for a presentation on debugging and performances tricks with MXNet Gluon
poseidon
Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict both the type of device and if the device is acting normally or abnormally.
prowler
AWS Security Best Practices Assessment, Auditing, Hardening and Forensics Readiness Tool. It follows guidelines of the CIS Amazon Web Services Foundations Benchmark and additional checks. Official CIS for AWS guide: https://d0.awsstatic.com/whitepapers/compliance/AWS_CIS_Foundations_Benchmark.pdf
Sequence-Semantic-Embedding
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
streamingphish
Python-based utility that uses supervised machine learning to detect phishing domains from the Certificate Transparency log network.
TensorBoard_For_Beginners
Example of how to use TensorBoard in TensorFlow
truffleHog
Searches through git repositories for high entropy strings and secrets, digging deep into commit history
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.