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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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 26. Apr., Seite 4090-4108
1. Verfasser: Ma, Ke (VerfasserIn)
Weitere Verfasser: Xu, Qianqian, Zeng, Jinshan, Li, Guorong, Cao, Xiaochun, Huang, Qingming
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article