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31 May 2024

Model fingerprinting (Glossary)

Artificial intelligence Automation Cybercrime and cybersecurity Digital transformation AI Glossary

The term model fingerprinting originates from the fields of artificial intelligence, cybercrime and cybersecurity as well as digital transformation. The aim is to uniquely identify artificial intelligence models, similar to a human fingerprint. This ensures that a particular AI model is genuine and has not been secretly exchanged, copied or manipulated.

Imagine a company develops an AI model that recognises fraud. Without model fingerprinting, criminals could copy and adapt the model to produce false results or create security vulnerabilities. With model fingerprinting, the model leaves an invisible "fingerprint" that only authorised persons can recognise and check.

For companies and organisations, this means greater security in the use of artificial intelligence. Model fingerprinting not only protects intellectual property, but also preserves the performance and reliability of the AI models used. In a world where digital products are constantly being shared and processed, this technology is an important component of modern cybersecurity.

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Discover how model fingerprinting protects AI models. Find out more now and ensure security for your AI solutions!

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Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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