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Redaction is the process of censoring sensitive information before public release. Historically, it involved physical methods like black markers or scissors, but digital tools have complicating factors. Mistakes in redaction can occur when users mistakenly believe they've blacked out information in a digital file, while the actual content remains accessible to those with the right skills. This has led to significant security breaches, such as the exposure of sensitive information about Russia's connections, Facebook trade secrets, and vulnerabilities in the UK's nuclear submarine system, primarily due to improper redaction. Understanding how redaction tools function is crucial to prevent these failures.