The accidental leakage of sensitive information like API keys and passwords, commonly from container images, poses significant risks, requiring thorough scanning to prevent exposure. Challenges in secret detection include managing diverse secret formats, minimizing false positives, and ensuring high performance to avoid CI/CD delays.