08
Aug
AI projects face security challenges that stem from the difficulties in ensuring model integrity and reliability. The Sleepy Pickle and HuggingFace models' silent backdoors are notable cases of such model security loopholes. They are evidence of the possibility of influencing an AI model's behavior directly or indirectly through malicious or authorized model modifications, manipulations, and adversarial attacks. These model breaches stem from the blind spots that exist during the development and post-development of AI projects. This lack of visibility leaves AI models and data vulnerable to these security compromises. A recent survey by the Linux Foundation advocates adopting transparent and…