The dark pattern detection extension addresses the problem of deceptive or manipulative design practices used in digital interfaces. Dark patterns are user interface design choices intentionally crafted to manipulate or deceive users into taking actions they may not want to take. These practices can lead to user frustration, confusion, loss of trust, and negative experiences. The dark pattern detection extension aims to identify and highlight such dark patterns to empower users and promote ethical design standards.