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This work advances investigations into the visual media shared by agents indisinformation campaigns by characterizing the images shared by accountsidentified by Twitter as being part of such campaigns. Using images shared byUS politicians' Twitter accounts as a baseline and training set, we buildmodels for inferring the ideological presentation of accounts using the imagesthey share. Results show that, while our models recover the expected bimodalideological distribution of US politicians, we find that, on average, fourseparate influence campaigns -- attributed to Iran, Russia, China, andVenezuela -- all present conservative ideological presentations in the imagesthey share. Given that prior work has shown Twitter accounts used by Russiandisinformation agents are ideologically diverse in the text and news theyshare, these image-oriented findings provide new insights into potential axesof coordination and suggest these accounts may not present consistentideological positions across modalities.

Exploiting the Right: Inferring Ideological Alignment in Online Influence Campaigns Using Shared Images