Anastasiia Linich

ChessFraud: Exploring the Capabilities of Human-Aligned Models for Cheating Detection in Online Chess

ChessFraud is introduced, the first public benchmark for move-level cheating detection, providing 505 tournament games with ground-truth annotations from a controlled environment where engine usage was explicitly logged, and human-aligned embeddings provide complementary signal, enabling the training of an applicable c...