This is an amalgam of TTP's on different offensive ML attacks encompassing the ML supply chain and adversarial ML attacks.
It is focused heavily on attacks that have code you can use to perform the attacks right away, rather than a database of research papers. (PoC or GTFO type logic). Generally speaking if it is here I have tested it and it works. The intent is to help red teams and offensive practitioners quickly understand what tool in the toolbox to use to attack ML environments.
This is a living vault. It is very much not a finished list of resources. There are pages that are polished, and some that are little more than placeholders with a few bullet points that I jotted down during conferences or on the fly.
The goal is to organize the attacks in a way that is useful to red team operators rather than useful for say, academics trying to understand adversarial ML.
A collection of things for cabin living.
The project is an exploration of ideas. Always follow appropriate safety procedures, consult local laws and ordinances regarding safety and construction, and never assume anything is safe until verified. The author is not responsible for any damage to property, injuries, or worse, which may be caused by using any of the information presented here.
Hacker | Solar is a knowledge repository on all subjects related to the practical application and praxis within the Solarpunk movement.
Solarpunk is a literary, art, and social movement that understands the current state of the world in terms of climate crisis, social & economic problems, and the state of individuals and their localized communities and seeks to demonstrate possible future scenarios that address these issues. As a social movement it seeks to find and implement localized, decentralized, and distributed solutions to various problems within our current state of being.
Elements of Solarpunk seek to implement various post-scarcity solutions including food production and distribution, water production and distribution, power production and distribution, housing and shelter, healthcare and medicine, and education.
This site contains knowledge repos and how-tos regarding these various solutions. Solutions are designed to be implemented at the individual scale using current technology, both high-tech and low-tech, that is accessible to individuals or small groups.
Classes teach you all about advanced topics within CS, from operating systems to machine learning, but there’s one critical subject that’s rarely covered, and is instead left to students to figure out on their own: proficiency with their tools. We’ll teach you how to master the command-line, use a powerful text editor, use fancy features of version control systems, and much more!
Students spend hundreds of hours using these tools over the course of their education (and thousands over their career), so it makes sense to make the experience as fluid and frictionless as possible. Mastering these tools not only enables you to spend less time on figuring out how to bend your tools to your will, but it also lets you solve problems that would previously seem impossibly complex.
Translated into multiple languages.
Github: https://github.com/missing-semester/missing-semester