Cisco Launches 'DNA Test for AI Models' to Verify Origins and Detect Tampering in Enterprise Deployments

Cisco launches its Model Provenance Kit, a 'DNA test for AI models' that generates unique fingerprints to verify origins and detect tampering, targeting growing supply chain threats in enterprise AI deployments.

• Cisco launches its Model Provenance Kit, a tool it describes as a 'DNA Test for AI models' that verifies a model's origins and detects tampering to help organizations safely deploy AI.
• The tool generates a unique fingerprint for each AI model using architecture metadata, tokenizer structure, and learned weights, offering two modes — Compare and Scan — to assess lineage relationships between models with high accuracy.
• The release addresses growing risks in the open-source AI ecosystem, including poisoned models, licensing violations, and supply chain vulnerabilities, positioning Cisco as a key security partner for enterprise AI adoption.