Identifying IOT-like devices and using Collaborative XAI to understand their cyber security behaviour

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Cyber attacking is easier than cyber defending – attackers only need to find one breach, while the defenders must successfully repel all attacks. This work demonstrates how cyber defenders can increase their capabilities by joining forces with eXplainable-AI (XAI) utilising interactive human-machine collaboration. Effective collaboration requires that both parties can communicate and teach the other party novel concepts. This requires a common, shared, and comprehensible language for...

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Authors: Moyle, S; Martin, A; Allott, N

• Publication status: Published
• Publisher: Department of Computer Science, University of Oxford
• Place of publication: Oxford
• Publication date: 2023-01-01
• Language: English