KOIOS

Knowledge Extraction, Machine Learning and other AI approaches for secure, robust, frugal and explainable solutions in Defence Application

Website: PROJECT
12/01/2022 - 30/04/2026

KOIOS aims to advance nextgeneration AI techniques for defence applications, focusing on trustworthiness, robustness, frugality, and resilience. The projectdevelops AI models that can rapidly adapt to dynamic and datascarceenvironments while remaining explainable, humancontrolled, and resistant to adversarial manipulation.

To achieve this, KOIOS builds an integrated framework that combines simulation environments, highperformance computing, metrics for frugality and robustness, and realworld experiments designed to stresstest AI in operational defence contexts. Use cases span key military decisionmaking domains such as Situation Awareness and Intelligence, Operations Command and Control, and Mission Equipment, including applications for threat detection, rareevent identification, object recognition, and autonomous systems.

KOIOS has received funding from the European Defence Fund under grantagreement No 101103770.

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