Unpickling PyTorch Security Risks and Mitigations

This research article explores the vulnerabilities associated with using pickle files in PyTorch for AI model serialization. It highlights the risks of executing malicious code embedded within these files, particularly in the context of shadow AI. The article discusses real-world examples of malware, mitigation strategies, and the need for enhanced security measures to protect enterprises from potential threats posed by community-sourced AI models.