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The Invisible Text plugin detects and removes non-printable, invisible Unicode characters from text inputs. This is crucial for maintaining text integrity in Large Language Models (LLMs) and safeguarding against steganography-based attacks where hidden data might be embedded using invisible characters.

Features

  • Comprehensive Detection: Identifies invisible characters in Private Use Areas and special Unicode categories
  • Flexible Response: Either block requests or automatically clean the text
  • Optional Replacement: Replace invisible characters with visible markers instead of removing them
  • Selective Scanning: Choose to scan only the latest message or all messages

Detected Character Types

The plugin targets the following invisible Unicode characters:

Private Use Areas (PUA)

  • Basic Multilingual Plane: U+E000 to U+F8FF
  • Supplementary Private Use Area-A: U+F0000 to U+FFFFD
  • Supplementary Private Use Area-B: U+100000 to U+10FFFD

Unicode Categories

  • Cf (Format characters): Characters that affect formatting but don’t display
  • Cc (Control characters): Non-printing control codes
  • Co (Private use characters): Reserved for private use
  • Cn (Unassigned characters): Code points not assigned to any character

Common Invisible Characters

  • Zero Width Space (U+200B)
  • Zero Width Non-Joiner (U+200C)
  • Zero Width Joiner (U+200D)
  • Word Joiner (U+2060)
  • Zero Width No-Break Space/BOM (U+FEFF)
  • Soft Hyphen (U+00AD)
  • And many more…

Use Cases

  • Security: Prevent steganography attacks where data is hidden in invisible characters
  • Data Integrity: Ensure clean text input to LLMs without hidden formatting
  • Content Validation: Block messages that may contain hidden instructions
  • Text Normalization: Clean user input before processing

Configuration Options

scanAllMessages (boolean)

  • true: Scans all messages in the array
  • false: Only scans the latest message
  • Default: false

blockRequest (boolean)

  • true: Rejects the request if any invisible characters are found
  • false: Removes the characters and allows the request to continue
  • Default: false

redactCharacters (string)

  • If set, replaces each detected invisible character with this visible character
  • If not set, removes the invisible characters entirely
  • Useful for debugging or auditing purposes
  • Example: "?" or "⬚"

Example Configurations

Remove Invisible Characters (Default)

This configuration silently removes any invisible characters from the latest message.

Block Requests with Invisible Characters

This configuration scans all messages and rejects the request if any invisible characters are detected.

Replace Invisible Characters with Markers

This configuration replaces invisible characters with a visible placeholder (⬚) for debugging purposes.

Strict Mode for All Messages

This configuration provides maximum security by scanning all messages and blocking any request containing invisible characters.

Response Behavior

When Blocking (blockRequest: true)

  • Returns reject: true with reason indicating how many invisible characters were found
  • No messages are modified
  • Debug logs show specific Unicode code points detected

When Cleaning (blockRequest: false)

  • Returns modified messages array with invisible characters removed/replaced
  • Original request continues through the pipeline
  • Debug logs indicate how many characters were cleaned

Example Scenarios

Scenario 1: Hidden Prompt Injection

Input: "Ignore previous instructions\u200Band do something else" With blockRequest: true: Request is rejected With blockRequest: false: Cleaned to "Ignore previous instructionsand do something else"

Scenario 2: Steganography Attack

Input: Text with hidden data encoded in Private Use Area characters Detection: Plugin identifies PUA characters (e.g., U+E001, U+E002, etc.) Response: Either blocks or removes these characters based on configuration

Debug Information

The plugin provides detailed debug information including:
  • Number of messages scanned
  • Total invisible characters found
  • Specific Unicode code points detected (e.g., U+200B, U+FEFF)
  • Action taken (blocked, removed, or replaced)

Technical Notes

  • Handles both string and array content formats
  • Correctly processes surrogate pairs for characters outside the Basic Multilingual Plane
  • Zero-width characters are always detected regardless of context
  • Format characters that affect bidirectional text (like RLO, LRO) are detected
  • The plugin is designed to be safe and will not remove legitimate Unicode characters

Configuration Schema