Explore the critical issue of justice in misinformation detection systems through this insightful 15-minute conference talk presented at an Association for Computing Machinery (ACM) event. Delve into an analysis of algorithms, stakeholders, and potential harms associated with these systems as speakers Terrence Neumann, Maria De-Arteaga, and Sina Fazelpour share their expertise. Gain valuable insights into the complex challenges surrounding the development and implementation of fair and effective misinformation detection technologies, and understand the implications for various stakeholders in the digital information ecosystem.