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How to Keep Secrets and Personal Data Out of Application Logs

Build log events from approved fields, transform or omit sensitive values before collection, and revoke any active secret that reaches a log.
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If a log field still contains a secret, sensitive personal data, or information your logging system is not authorized to store, do not emit or forward it. Decide what may enter the log before collection: omit the field or transform it safely, preserve only the context needed to investigate the event, and protect the resulting log.

What counts as a “hot” log field?

A field is hot when it contains a value that should not be stored in the logging system. OWASP lists access tokens, session identifiers, passwords, database connection strings, encryption keys and primary secrets, and sensitive personal data among information that should not be recorded directly. The same rule applies to any data above the classification the logging system is approved to hold.

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OWASP’s Logging Cheat Sheet puts the threshold plainly: “Never log data unless it is legally sanctioned.” This is organizational security guidance, not a substitute for deciding which data your own systems and obligations permit you to retain. OWASP Logging Cheat Sheet

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Decide what the event may contain before logging it

Build log events from an allow-listed schema rather than copying an entire request, response, or object and trying to clean it up later. For each event, include only fields that serve a defined operational or security purpose. Useful context may include the event type, outcome, method, route template, status, correlation ID, and a non-secret actor identifier. Avoid credentials, cookies, tokens, raw sensitive request or response content, and identifiers that reveal more than the investigation needs. OWASP’s cloud guidance recommends excluding or transforming sensitive content before collection. OWASP Secure Cloud Architecture Cheat Sheet

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  • Remove a field when its value is unnecessary.
  • Mask or sanitize it when a limited representation is useful and cannot expose the original value.
  • Hash it only when a stable comparison or correlation is required and the resulting value is suitable for the data classification.
  • Encrypt it only when there is a justified need to retain it and the storage, key management, and access controls support that choice. Encryption does not make an otherwise unauthorized collection acceptable.

Validate data that crosses trust boundaries before it reaches the logger. If a field is malformed or cannot be safely represented, omit it or replace it with a bounded, safe value. A display-time sanitizer downstream does not prevent the original sensitive value from having already been collected.

Sanitize untrusted values to prevent log injection

Untrusted content can make forged entries or corrupt the structure of a log if it contains carriage returns, line feeds, or delimiters meaningful to the chosen format. Encode or remove those characters as appropriate for the format before writing the event. Keep field boundaries explicit, and do not concatenate raw user input into a free-form log line.

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Keep security logging useful without copying secrets

Do not respond to sensitive-field risk by turning off security logging wholesale. Authentication successes and failures, access to sensitive data, and encryption activity can be important events to record. Log the event and its safe context—not a password, token, raw session value, or secret-bearing payload. Choose fields that let responders answer what happened, when, with what result, and which safe actor or resource was involved.

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Protect logs after they leave the application

Safe event construction is only the first control. OWASP recommends restricting and reviewing access, monitoring log access, protecting logs against tampering and deletion, and using a secure transmission protocol when logs cross an untrusted network. Set retention to meet applicable legal, regulatory, and contractual requirements; the cited guidance does not establish one universal retention period.

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Test the logging path, not just the event schema

Include logging behavior in code review, security verification, fuzzing, and penetration testing. Exercise the failure paths as well as ordinary output:

  • Confirm that secrets and prohibited data do not appear in emitted events.
  • Try carriage returns, line feeds, and delimiters in untrusted fields and verify that entries cannot be forged or split.
  • Check that access controls work and unauthorized log access is detected.
  • Test network loss, storage exhaustion, permission failures, and logger errors so failure handling does not expose sensitive content or silently undermine security monitoring.
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What to do if a secret reaches a log

Treat an active secret in a log as exposed. GitHub advises considering an exposed secret compromised, revoking it immediately, generating a replacement, checking activity for suspicious use, and addressing the process that exposed it. GitHub Docs: Storing your secrets safely

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After containment, correct the event schema or logging path that allowed the value through, then verify the fix with a test that would have caught the original exposure. Removing or masking a value in later views does not undo its collection or replace revocation of a live credential.

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