How to secure edge AI in customer-owned environments

In this article 1. Edge AI changes the trust model for AI systems 2. Constrain model actions through deterministic mediation 3. Establish trust before releasing sensitive assets 4. Verify runtime before releasing sensitive assets 5. Verify artifacts that shape model behavior 6. Next steps Edge AI...

How to secure edge AI in customer-owned environments

In this article 1. Edge AI changes the trust model for AI systems 2. Constrain model actions through deterministic mediation 3. Establish trust before releasing sensitive assets 4. Verify runtime before releasing sensitive assets 5. Verify artifacts that shape model behavior 6. Next steps Edge AI...

Detecting backdoored language models at scale

Today, we are releasing new research on detecting backdoors in open-weight language models. Our research highlights several key properties of language model backdoors, laying the groundwork for a practical scanner designed to detect backdoored models at scale and improve overall trust in AI...

AI-Powered App Exposes User Data, Creates Risk of Supply Chain Attacks

Trend™ Research’s analysis of Wondershare RepairIt reveals how the AI-driven app exposed sensitive user data due to unsecure cloud storage practices and hardcoded credentials, creating risks of model tampering and supply chain attacks...