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26 June 2025

Adversarial AI (Glossary)

Artificial intelligence Automation Cybercrime and cybersecurity Digital transformation Artificial intelligence glossary

Adversarial AI is a term from the categories of artificial intelligence, cybercrime, cybersecurity and digital transformation. It describes the use of artificial intelligence with the aim of tricking, outwitting or attacking other AI systems.

Imagine a company using an AI to filter out fraudulent emails. However, criminals can use adversarial AI to specifically modify emails so that they are not recognised by this filter AI. The malicious emails then reach the recipient unnoticed.

Adversarial AI therefore works like a digital trickster: it recognises weaknesses in the AI and exploits them in a targeted manner. This can cause problems in many areas - for example in autonomous driving, when traffic signs are manipulated so that they are incorrectly recognised by a vehicle AI.

This is why it is important for companies today to protect their systems not only against traditional hackers, but also against attacks using adversarial AI. This is the only way to ensure the long-term security of artificial intelligence and maintain user trust.

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written by:

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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