论文标题
Wikipediabot：Wikipedia文章的自动对抗操纵
WikipediaBot: Automated Adversarial Manipulation of Wikipedia Articles
论文作者
论文摘要
本文提出了一种称为Wikipediabot的自动化对抗机制。 Wikipediabot允许对手创建和控制机器人基础架构，以实现Wikipedia文章的对抗编辑。 Wikipediabot是一种独立的机制，具有用于为Wikipedia编辑生成凭据的模块，绕过登录保护措施，并生产与上下文相关的对抗性编辑，用于逃避常规检测的目标Wikipedia文章。与上下文相关的对抗性编辑是使用对抗性马尔可夫链生成的，马尔可夫链结合了语言操纵攻击，称为MIM或恶意软件引起的误解。由于Wikipediabot的邪恶使用可能会对Wikipedia文章的完整性造成有害损害，因此我们对Wikipedia可以采用Wikipedia的威胁进行详尽的讨论，以解决Wikipedia vikipedia Vandalism的自动化对手操纵和行为的威胁。
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.
