Oracle’s new patent for AI Defense🛡️- pst it’s an #ai honeypot 🍯

Oracle’s new patent: a “machine learning model attack guard” – an AI defense strategy that protects sensitive training data, by faking out the attacker with a duped or shadow model.

💡 The Need: AI models can be hypnotized with prompt injections, or in some cases just by asking the right questions, exposing confidential data. With a system like this in place it can potentially prevent a system from becoming compromised.

🤖 How it Works: Detects attackers via prompts, deploys a shadow model, and triggers defense mechanisms if needed.

🌐 Application: Essential in cloud contexts where AI services are public-facing.

The Challenge: It’s an innovation, but practicality and resource use are key concerns. I mean, how many shadow models of each ML model can you toss up to verify etc.

🚀 The Big Picture: As AI adoption grows, safeguarding AI models becomes paramount. I think Oracle is leading the charge here!

#AI #Innovation #Cybersecurity #OracleAI

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