Applied Cryptography for AI Security Specialists: Protecting Against Model Poisoning & Adversarial Attacks

Master cryptographic fundamentals to secure AI models and data against emerging threats like poisoning and adversarial attacks, ensuring integrity and trust in AI systems.

Foundational Cryptographic Primitives for AI Security

Unit 1: The Cryptographic Toolkit: An Introduction

Unit 2: Symmetric Encryption: Speed and Secrecy

Unit 3: Asymmetric Encryption: Trust and Exchange

Unit 4: Hashing: Ensuring Integrity

Implementing Cryptographic Solutions for AI Model Integrity and Authenticity

Unit 1: Digital Signatures: The Trust Seal for AI

Unit 2: Securing AI with Digital Signatures

Unit 3: Cryptography's Role in AI Threat Mitigation