The AI Security Podcast
I missed the boat in computer hacking so now I hack AI instead. This podcast discusses all things at the intersection of AI and security. Hosted by me (Harriet Farlow aka. HarrietHacks) and Tania Sadhani and supported by Mileva Security Labs.
Chat with Mileva Security Labs for your AI Security training and advisory needs: https://milevalabs.com/
Reach out to HarrietHacks if you want us to speak at your event: https://www.harriethacks.com/
The AI Security Podcast
Episode 10: how to up-skill in AI security
In this episode Tania and I chat through how we learnt about AI security and adversarial machine learning, and how you can too!
Some resources we mention:
- Crash Course AI https://thecrashcourse.com/topic/ai/
- 3 Blue 1 Brown https://www.youtube.com/c/3blue1brown
- Kaggle https://www.kaggle.com/learn/intro-to-machine-learning
- Hands-on ML textbook (more for 'classic' machine learning - still really important to understand 'modern' models) https://www.booktopia.com.au/hands-on-machine-learning-with-scikit-learn-keras-and-tensorflow-3e-aurelien-geron/book/9781098125974.html?gad_source=1&gclid=CjwKCAiA9dGqBhAqEiwAmRpTC3W7SbJJOrI8fEi-19OxvyNLElA8Nk7iKH6nE4KDm1iLlySKgb114hoCcG8QAvD_BwE
- The paper that started it all (or at least a lot of it) https://arxiv.org/abs/1312.6199
- Adversarial Robustness Toolbox https://adversarial-robustness-toolbox.org/
- Cleverhans https://cleverhans-lab.github.io/
- Darknet diaries (please someone introduce me to Jack) https://darknetdiaries.com/
- Rob Miles https://www.youtube.com/@RobertMilesAI
- Import AI https://jack-clark.net/
- AI Daily Brief https://www.youtube.com/channel/UCKelCK4ZaO6HeEI1KQjqzWA
- Less Wrong https://www.lesswrong.com/
- Unsupervised learning https://danielmiessler.com/
- OWASP ML Top 10: https://owasp.org/www-project-machine-learning-security-top-10/
- ML Safety https://course.mlsafety.org/about
- Anatomy of an AI system: https://anatomyof.ai/