Artificial Intelligence and Machine Learning are widely integrated into real-world applications, facing security and privacy risks. The emergence of quantum computers poses a substantial threat to ML's long-term security. Our study delves into the intersection of ML with security and privacy in the post-quantum era, where Post-Quantum Cryptography meets ML/AI.