# Security and Privacy

Canonical: https://manyspace.aporia.systems/subjects/ai/security-and-privacy-118
Updated: 2026-10-13

Security and Privacy: about 9 hours. Each topic lists what you need first and what it unlocks.

## Privacy

- [Differential Privacy](https://manyspace.aporia.systems/topics/differential-privacy-aiml-sec-005)
- [Federated Learning](https://manyspace.aporia.systems/topics/federated-learning-aiml-sec-008)
- [Membership Inference and Model Extraction](https://manyspace.aporia.systems/topics/membership-inference-and-model-extraction-aiml-sec-004)

## Threats And Robustness

- [Threat Modeling for ML Systems](https://manyspace.aporia.systems/topics/threat-modeling-for-ml-systems-aiml-sec-001)
- [Adversarial Training and Certified Robustness](https://manyspace.aporia.systems/topics/adversarial-training-and-certified-robustness-aiml-sec-002)
- [Data Poisoning and Backdoors](https://manyspace.aporia.systems/topics/data-poisoning-and-backdoors-aiml-sec-003)

## Llm And Content Security

- [Prompt Injection](https://manyspace.aporia.systems/topics/prompt-injection-aiml-sec-006)
- [Jailbreaks and Red Teaming](https://manyspace.aporia.systems/topics/jailbreaks-and-red-teaming-aiml-sec-007)
- [Content Provenance and Watermarking](https://manyspace.aporia.systems/topics/content-provenance-and-watermarking-aiml-sec-009)