论文标题
迈向AI法医:人工智能系统是这样做的吗?
Towards AI Forensics: Did the Artificial Intelligence System Do It?
论文作者
论文摘要
人工智能(AI)以越来越自主的方式做出决定影响我们日常生活的决定。他们的行为可能导致事故,危害,或者更普遍地违反法规。确定AI是否引起了特定事件,如果是的,则触发AI的行动是关键的法医问题。我们提供了法医调查的问题和策略的概念化。我们专注于AI,可能是``通过设计''和灰色盒分析的AI。我们使用卷积神经网络的评估说明了识别恶意AI的挑战和思想。
Artificial intelligence (AI) makes decisions impacting our daily lives in an increasingly autonomous manner. Their actions might cause accidents, harm, or, more generally, violate regulations. Determining whether an AI caused a specific event and, if so, what triggered the AI's action, are key forensic questions. We provide a conceptualization of the problems and strategies for forensic investigation. We focus on AI that is potentially ``malicious by design'' and grey box analysis. Our evaluation using convolutional neural networks illustrates challenges and ideas for identifying malicious AI.