A Tale of HodgeRank and Spectral Method : Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game

Rank aggregation with pairwise comparisons has shown promising results in elections, sports competitions, recommendations, and information retrieval. However, little attention has been paid to the security issue of such algorithms, in contrast to numerous research work on the computational and stati...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 26. Apr., Seite 4090-4108
Auteur principal: Ma, Ke (Auteur)
Autres auteurs: Xu, Qianqian, Zeng, Jinshan, Li, Guorong, Cao, Xiaochun, Huang, Qingming
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article