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.
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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