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Abstract
The "Fake or Real" competition hosted on Kaggle
(https://www.kaggle.com/competitions/fake-or-real-the-impostor-hunt ) is the
second part of a series of follow-up competitions and hackathons related to the
"Assurance for Space Domain AI Applications" project funded by the European
Space Agency (https://assurance-ai.space-codev.org/ ). The competition idea is
based on two real-life AI security threats identified within the project --
data poisoning and overreliance in Large Language Models. The task is to
distinguish between the proper output from LLM and the output generated under
malicious modification of the LLM. As this problem was not extensively
researched, participants are required to develop new techniques to address this
issue or adjust already existing ones to this problem's statement.