About: WikipediaBot: Automated Adversarial Manipulation of Wikipedia Articles

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	WikipediaBot: Automated Adversarial Manipulation of Wikipedia Articles
Creator	Jachim, Peter Sharevski, Filipo
source	ArXiv
abstract	This paper presents an automated adversarial mechanism called WikipediaBot. WikipediaBot allows an adversary to create and control a bot infrastructure for the purpose of adversarial edits of Wikipedia articles. The WikipediaBot is a self-contained mechanism with modules for generating credentials for Wikipedia editors, bypassing login protections, and a production of contextually-relevant adversarial edits for target Wikipedia articles that evade conventional detection. The contextually-relevant adversarial edits are generated using an adversarial Markov chain that incorporates a linguistic manipulation attack known as MIM or malware-induced misperceptions. Because the nefarious use of WikipediaBot could result in harmful damages to the integrity of wide range of Wikipedia articles, we provide an elaborate discussion about the implications, detection, and defenses Wikipedia could employ to address the threat of automated adversarial manipulations and acts of Wikipedia vandalism.
has issue date	2020-06-24(xsd:dateTime)
has license	arxiv
sha1sum (hex)	cd4987eb355e8b3d77f384ce982a783d2f667088
resource representing a document's title	WikipediaBot: Automated Adversarial Manipulation of Wikipedia Articles
resource representing a document's body	covid:cd4987eb355e8b3d77f384ce982a783d2f667088#body_text
is schema:about of	named entity 'Wikipedia' named entity 'detection' named entity 'adversarial' named entity 'adversarial' named entity 'adversarial' »more»

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