Text Steganography Extractor
Auto-detect and extract hidden messages from plain text using homoglyph, whitespace, and spacing methods. Instant anomaly detection. Watermark attribution for leak detection. 100% client-side.
Paste Suspicious Text
Paste any text to scan for hidden steganographic data. Anomaly detection runs instantly as you type.
100% client-side. Your text never leaves your browser. Detects trailing whitespace, inter-word spacing, Unicode space substitution, and homoglyphs.
How to Extract a Hidden Message from Text (5 steps)
- Paste the suspicious text — anomaly detection runs instantly as you type
- Review the Suspicion Score and anomaly breakdown to see which method is most likely
- Select the method to try (or use Auto-Detect to try all four automatically)
- Enter the password if the payload was encrypted, then click Extract
- Download the extracted payload or use Watermark Attribution to identify the recipient
Extraction Methods — What This Tool Detects
| Method | Technique | Speed | Best For |
|---|---|---|---|
| Auto-Detect | Tries all 4 methods in priority order: Homoglyph → Trailing WS → Unicode WS → Inter-Word | Takes ~1 second | Best starting point — use when method is unknown |
| Unicode Homoglyph | Scans for Cyrillic/special characters in Latin text. Each glyph position encodes one bit | Instant scan | Enterprise watermarks, leak detection, CTF challenges |
| Trailing Whitespace | Reads trailing space/tab per line, using this tool's own bit encoding | Instant scan | CTF challenges, plain text files |
| Unicode Whitespace | Reads thin/hair/en/em space variants (U+2009/200A/2002/2003) for 2-bit encoding | Instant scan | High-capacity email/docs watermarks |
| Inter-Word Spacing | Counts single vs double spaces between words | Instant scan | Plain text files and basic watermarks |
Frequently Asked Questions
What does the Suspicion Score mean?
It's a 0–100 composite score measuring the probability that the text contains hidden data. Components: trailing whitespace density (0–25 pts), double-space density (0–20 pts), Unicode non-ASCII space count (0–25 pts), and homoglyph candidate count (0–30 pts). A score above 50 is highly likely steganographic. The score appears immediately as you paste text.
Can I decode files encoded by other trailing-whitespace tools like stegsnow?
Not reliably — this decoder reads its own bit encoding and payload framing, not stegsnow's wire format, so files produced by the stegsnow CLI generally won't decode correctly here. It reliably decodes text produced by this site's own Trailing Whitespace encoder, including AES-256-GCM encrypted payloads.
What is Watermark Attribution?
If the text was encoded using batch watermarking (each recipient got a unique copy), the decoded payload contains `WM:{id}:{recipient}`. Paste your watermark-key.json file and the decoder will instantly identify which recipient's copy this text came from. Essential for enterprise leak detection.
What does 'Encrypted' kind mean in the results?
Shannon entropy above 7.2 bits/byte indicates strongly encrypted or compressed data. This is almost certainly an AES-256-GCM encrypted payload. Enter the password to decrypt. If you don't have the password, the payload is unreadable.
Can I detect homoglyphs without decoding?
Yes. The homoglyph visualizer highlights every substituted character with its Unicode code point in a tooltip. This is useful for security auditing — checking if a document you received has invisible identifiers embedded.
Does the Document Cleaner remove all hidden data?
The Document Cleaner removes homoglyphs (replacing with standard Latin equivalents), trailing whitespace, and normalizes double spaces and Unicode space characters. It produces a clean version of the text with all known steganographic markers removed — safe to redistribute.