907 lines
20 KiB
Markdown
907 lines
20 KiB
Markdown
# Stegasoo CLI Documentation
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Complete command-line interface reference for Stegasoo steganography operations.
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## Table of Contents
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- [Installation](#installation)
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- [Quick Start](#quick-start)
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- [Commands](#commands)
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- [generate](#generate-command)
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- [encode](#encode-command)
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- [decode](#decode-command)
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- [info](#info-command)
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- [Embedding Modes](#embedding-modes)
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- [Security Factors](#security-factors)
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- [Workflow Examples](#workflow-examples)
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- [Piping & Scripting](#piping--scripting)
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- [Error Handling](#error-handling)
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- [Exit Codes](#exit-codes)
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---
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## Installation
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### From PyPI
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```bash
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# CLI only
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pip install stegasoo[cli]
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# CLI with DCT support
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pip install stegasoo[cli,dct]
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# With all extras
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pip install stegasoo[all]
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```
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### From Source
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```bash
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git clone https://github.com/example/stegasoo.git
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cd stegasoo
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pip install -e ".[cli,dct]"
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```
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### Verify Installation
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```bash
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stegasoo --version
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stegasoo --help
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# Check DCT support
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python -c "from stegasoo.dct_steganography import has_jpegio_support; print('jpegio:', has_jpegio_support())"
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```
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---
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## Quick Start
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```bash
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# 1. Generate credentials (do this once, memorize results)
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stegasoo generate --pin --words 3
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# 2. Encode a message (LSB mode - default)
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stegasoo encode \
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--ref secret_photo.jpg \
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--carrier meme.png \
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--phrase "apple forest thunder" \
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--pin 123456 \
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--message "Meet at midnight"
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# 3. Encode for social media (DCT mode)
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stegasoo encode \
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--ref secret_photo.jpg \
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--carrier meme.png \
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--phrase "apple forest thunder" \
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--pin 123456 \
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--message "Meet at midnight" \
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--mode dct \
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--format jpeg
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# 4. Decode a message (auto-detects mode)
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stegasoo decode \
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--ref secret_photo.jpg \
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--stego stego_abc123_20251227.png \
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--phrase "apple forest thunder" \
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--pin 123456
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```
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---
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## Commands
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### Generate Command
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Generate credentials for encoding/decoding operations. Creates daily passphrases and optionally a PIN and/or RSA key.
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#### Synopsis
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```bash
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stegasoo generate [OPTIONS]
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```
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#### Options
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| Option | Short | Type | Default | Description |
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|--------|-------|------|---------|-------------|
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| `--pin/--no-pin` | | flag | `--pin` | Generate a PIN |
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| `--rsa/--no-rsa` | | flag | `--no-rsa` | Generate an RSA key |
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| `--pin-length` | | 6-9 | 6 | PIN length in digits |
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| `--rsa-bits` | | choice | 2048 | RSA key size (2048, 3072, 4096) |
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| `--words` | | 3-12 | 3 | Words per daily phrase |
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| `--output` | `-o` | path | | Save RSA key to file |
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| `--password` | `-p` | string | | Password for RSA key file |
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| `--json` | | flag | | Output as JSON |
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#### Examples
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**Basic generation with PIN (default):**
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```bash
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stegasoo generate
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```
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Output:
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```
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═══════════════════════════════════════════════════════════════
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STEGASOO CREDENTIALS
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═══════════════════════════════════════════════════════════════
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⚠️ MEMORIZE THESE AND CLOSE THIS WINDOW
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Do not screenshot or save to file!
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─── STATIC PIN ───
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847293
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─── DAILY PHRASES ───
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Monday │ abandon ability able
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Tuesday │ actor actress actual
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Wednesday │ advice aerobic affair
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Thursday │ afraid again age
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Friday │ agree ahead aim
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Saturday │ airport aisle alarm
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Sunday │ album alcohol alert
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─── SECURITY ───
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Phrase entropy: 33 bits
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PIN entropy: 19 bits
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Combined: 52 bits
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+ photo entropy: 80-256 bits
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```
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**Generate with RSA key:**
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```bash
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stegasoo generate --rsa --rsa-bits 4096
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```
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**Save RSA key to encrypted file:**
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```bash
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stegasoo generate --rsa -o mykey.pem -p "mysecretpassword"
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```
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**Maximum security (longer phrases + both factors):**
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```bash
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stegasoo generate --pin --rsa --words 6 --pin-length 9
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```
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**JSON output for scripting:**
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```bash
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stegasoo generate --json | jq '.phrases.Monday'
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```
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**RSA only (no PIN):**
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```bash
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stegasoo generate --no-pin --rsa -o key.pem -p "password123"
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```
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---
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### Encode Command
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Encode a secret message into an image using steganography.
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#### Synopsis
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```bash
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stegasoo encode [OPTIONS]
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```
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#### Options
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| Option | Short | Type | Required | Default | Description |
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|--------|-------|------|----------|---------|-------------|
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| `--ref` | `-r` | path | ✓ | | Reference photo (shared secret) |
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| `--carrier` | `-c` | path | ✓ | | Carrier image to hide message in |
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| `--phrase` | `-p` | string | ✓ | | Today's passphrase |
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| `--message` | `-m` | string | | | Message to encode |
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| `--message-file` | `-f` | path | | | Read message from file |
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| `--pin` | | string | * | | Static PIN (6-9 digits) |
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| `--key` | `-k` | path | * | | RSA key file |
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| `--key-password` | | string | | | Password for RSA key |
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| `--output` | `-o` | path | | | Output filename |
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| `--date` | | YYYY-MM-DD | | | Date override |
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| `--mode` | | choice | | `lsb` | Embedding mode: `lsb` or `dct` |
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| `--format` | | choice | | `png` | Output format: `png` or `jpeg` (DCT only) |
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| `--color` | | choice | | `color` | Color mode: `color` or `grayscale` (DCT only) |
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| `--quiet` | `-q` | flag | | | Suppress output |
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\* At least one of `--pin` or `--key` is required.
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#### Message Input Methods
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1. **Command line argument:**
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```bash
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stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456 -m "Secret message"
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```
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2. **From file:**
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```bash
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stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456 -f message.txt
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```
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3. **From stdin (pipe):**
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```bash
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echo "Secret message" | stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456
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```
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#### Examples
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**Basic encoding with PIN (LSB mode - default):**
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```bash
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stegasoo encode \
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--ref photos/vacation.jpg \
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--carrier memes/funny_cat.png \
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--phrase "correct horse battery" \
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--pin 847293 \
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--message "The package arrives Tuesday"
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```
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Output:
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```
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✓ Encoded successfully!
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Output: a1b2c3d4_20251227.png
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Size: 245,832 bytes
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Mode: LSB
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Capacity used: 12.4%
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Date: 2025-12-27
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```
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**DCT mode for social media (JPEG output):**
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```bash
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stegasoo encode \
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--ref photos/vacation.jpg \
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--carrier memes/funny_cat.png \
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--phrase "correct horse battery" \
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--pin 847293 \
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--message "The package arrives Tuesday" \
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--mode dct \
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--format jpeg
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```
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Output:
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```
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✓ Encoded successfully!
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Output: a1b2c3d4_20251227.jpg
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Size: 89,432 bytes
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Mode: DCT (color, jpeg)
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Capacity used: 45.2%
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Date: 2025-12-27
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⚠️ DCT mode is experimental
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```
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**DCT mode with PNG output (maximum DCT capacity):**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c carrier.png \
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-p "phrase words here" \
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--pin 123456 \
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-m "Longer message that needs more space" \
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--mode dct \
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--format png \
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--color color
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```
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**DCT grayscale mode:**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c bw_photo.png \
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-p "phrase" \
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--pin 123456 \
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-m "Message" \
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--mode dct \
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--color grayscale
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```
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**With RSA key:**
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```bash
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stegasoo encode \
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-r reference.jpg \
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-c carrier.png \
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-p "apple forest thunder" \
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-k mykey.pem \
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--key-password "secretpassword" \
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-m "Encrypted with RSA"
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```
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**Both PIN and RSA (maximum security):**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c carrier.png \
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-p "word1 word2 word3" \
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--pin 123456 \
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-k mykey.pem \
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--key-password "pass" \
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-m "Double-locked message"
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```
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**Custom output filename:**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c carrier.png \
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-p "phrase words here" \
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--pin 123456 \
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-m "Message" \
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-o holiday_photo.png
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```
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**Encoding with specific date (for testing):**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c carrier.png \
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-p "monday phrase here" \
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--pin 123456 \
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-m "Message" \
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--date 2025-12-29
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```
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**Long message from file:**
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```bash
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stegasoo encode \
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-r ref.jpg \
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-c large_image.png \
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-p "phrase" \
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--pin 123456 \
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-f secret_document.txt \
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-o output.png
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```
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**Quiet mode for scripting:**
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```bash
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stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456 -m "msg" -q -o out.png
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# No output, just creates the file
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```
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---
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### Decode Command
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Decode a secret message from a stego image. **Automatically detects LSB vs DCT mode.**
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#### Synopsis
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```bash
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stegasoo decode [OPTIONS]
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```
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#### Options
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| Option | Short | Type | Required | Description |
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|--------|-------|------|----------|-------------|
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| `--ref` | `-r` | path | ✓ | Reference photo (same as encoding) |
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| `--stego` | `-s` | path | ✓ | Stego image to decode |
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| `--phrase` | `-p` | string | ✓ | Passphrase for the encoding day |
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| `--pin` | | string | * | Static PIN |
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| `--key` | `-k` | path | * | RSA key file |
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| `--key-password` | | string | | Password for RSA key |
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| `--output` | `-o` | path | | Save message to file |
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| `--quiet` | `-q` | flag | | Output only the message |
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\* Must provide the same security factors used during encoding.
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#### Examples
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**Basic decoding with PIN:**
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```bash
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stegasoo decode \
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--ref photos/vacation.jpg \
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--stego received_image.png \
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--phrase "correct horse battery" \
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--pin 847293
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```
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Output:
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```
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✓ Decoded successfully!
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Mode detected: LSB
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The package arrives Tuesday
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```
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**Decoding DCT image (auto-detected):**
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```bash
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stegasoo decode \
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--ref photos/vacation.jpg \
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--stego received_image.jpg \
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--phrase "correct horse battery" \
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--pin 847293
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```
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Output:
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```
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✓ Decoded successfully!
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Mode detected: DCT
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The package arrives Tuesday
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```
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**With RSA key:**
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```bash
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stegasoo decode \
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-r reference.jpg \
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-s stego_image.png \
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-p "apple forest thunder" \
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-k mykey.pem \
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--key-password "secretpassword"
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```
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**Save decoded message to file:**
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```bash
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stegasoo decode \
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-r ref.jpg \
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-s stego.png \
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-p "phrase" \
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--pin 123456 \
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-o decoded_message.txt
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```
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Output:
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```
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✓ Decoded successfully!
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Saved to: decoded_message.txt
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```
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**Quiet mode (message only):**
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```bash
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stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 -q
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```
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Output:
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```
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The package arrives Tuesday
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```
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**Pipe to another command:**
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```bash
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stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 -q | gpg --decrypt
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```
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---
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### Info Command
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Display information about an image's capacity for both LSB and DCT modes.
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#### Synopsis
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```bash
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stegasoo info IMAGE
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```
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#### Arguments
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| Argument | Type | Description |
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|----------|------|-------------|
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| `IMAGE` | path | Path to image file |
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#### Examples
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**Check carrier image capacity:**
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```bash
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stegasoo info vacation_photo.png
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```
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Output:
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```
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Image: vacation_photo.png
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Dimensions: 1920 × 1080
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Pixels: 2,073,600
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Mode: RGB
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Format: PNG
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Capacity:
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LSB Mode: ~776,970 bytes (758 KB)
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DCT Mode: ~64,800 bytes (63 KB) [approximate]
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Note: DCT capacity varies based on image content
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```
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**Check stego image (shows encoding date and mode):**
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```bash
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stegasoo info stego_a1b2c3d4_20251227.png
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```
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Output:
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```
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Image: stego_a1b2c3d4_20251227.png
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Dimensions: 1920 × 1080
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Pixels: 2,073,600
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Mode: RGB
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Format: PNG
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Stego Info:
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Embed date: 2025-12-27 (Saturday)
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Embed mode: DCT (detected)
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Capacity:
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LSB Mode: ~776,970 bytes (758 KB)
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DCT Mode: ~64,800 bytes (63 KB) [approximate]
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```
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---
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## Embedding Modes
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Stegasoo v3.0+ supports two steganography algorithms.
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### LSB Mode (Default)
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**Least Significant Bit** embedding modifies pixel values directly.
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```bash
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stegasoo encode ... --mode lsb
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# or just omit --mode (LSB is default)
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```
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| Aspect | Details |
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|--------|---------|
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| **Capacity** | ~3 bits/pixel (~770 KB for 1920×1080) |
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| **Output** | PNG only (lossless required) |
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| **Resilience** | ❌ Destroyed by JPEG compression |
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| **Best For** | Maximum capacity, controlled channels |
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### DCT Mode (Experimental)
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**Discrete Cosine Transform** embedding hides data in frequency coefficients.
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```bash
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stegasoo encode ... --mode dct --format jpeg --color color
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```
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| Aspect | Details |
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|--------|---------|
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| **Capacity** | ~0.25 bits/pixel (~65 KB for 1920×1080) |
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| **Output** | PNG or JPEG |
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| **Resilience** | ✅ Survives JPEG compression |
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| **Best For** | Social media, messaging apps |
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> ⚠️ **Experimental**: DCT mode may have edge cases. Test with your workflow.
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### DCT Options
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| Option | Values | Default | Description |
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|--------|--------|---------|-------------|
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| `--format` | `png`, `jpeg` | `png` | Output image format |
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| `--color` | `color`, `grayscale` | `color` | Color processing |
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### Choosing the Right Mode
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```
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Will the image be recompressed?
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(social media, messaging apps, etc.)
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│
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┌──────┴──────┐
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▼ ▼
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YES NO
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│ │
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▼ ▼
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Use DCT Use LSB
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--mode dct (default)
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--format jpeg
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```
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### Capacity Comparison
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| Mode | 1920×1080 Capacity |
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|------|-------------------|
|
||
| LSB (PNG) | ~770 KB |
|
||
| DCT (PNG) | ~65 KB |
|
||
| DCT (JPEG) | ~30-50 KB |
|
||
|
||
---
|
||
|
||
## Security Factors
|
||
|
||
Stegasoo uses multiple authentication factors:
|
||
|
||
| Factor | Description | Entropy |
|
||
|--------|-------------|---------|
|
||
| Reference Photo | A photo both parties have | ~80-256 bits |
|
||
| Day Phrase | Changes daily (e.g., 3 BIP-39 words) | ~33 bits (3 words) |
|
||
| Static PIN | Same every day (6-9 digits) | ~20 bits (6 digits) |
|
||
| RSA Key | Shared key file | ~128 bits effective |
|
||
|
||
### Minimum Requirements
|
||
|
||
- At least one of PIN or RSA key must be provided
|
||
- Reference photo is always required
|
||
- Day phrase is always required
|
||
|
||
### Security Configurations
|
||
|
||
| Configuration | Entropy (excl. photo) | Use Case |
|
||
|--------------|----------------------|----------|
|
||
| 3-word phrase + 6-digit PIN | ~53 bits | Casual use |
|
||
| 6-word phrase + 9-digit PIN | ~96 bits | Standard security |
|
||
| 3-word phrase + RSA 2048 | ~161 bits | File-based auth |
|
||
| 6-word phrase + PIN + RSA | ~224 bits | Maximum security |
|
||
|
||
---
|
||
|
||
## Workflow Examples
|
||
|
||
### Daily Secure Communication
|
||
|
||
**Setup (once):**
|
||
```bash
|
||
# Both parties generate same credentials
|
||
stegasoo generate --pin --words 3
|
||
|
||
# Or share RSA key securely
|
||
stegasoo generate --rsa -o shared_key.pem -p "agreedpassword"
|
||
# Securely transfer shared_key.pem to recipient
|
||
```
|
||
|
||
**Sender (daily - private channel):**
|
||
```bash
|
||
# For email, file transfer, etc. (no recompression)
|
||
stegasoo encode \
|
||
-r our_shared_photo.jpg \
|
||
-c random_meme.png \
|
||
-p "$TODAY_PHRASE" \
|
||
--pin 847293 \
|
||
-m "Meeting moved to 3pm"
|
||
```
|
||
|
||
**Sender (daily - social media):**
|
||
```bash
|
||
# For Instagram, Twitter, WhatsApp, etc.
|
||
stegasoo encode \
|
||
-r our_shared_photo.jpg \
|
||
-c random_meme.png \
|
||
-p "$TODAY_PHRASE" \
|
||
--pin 847293 \
|
||
-m "Meeting moved to 3pm" \
|
||
--mode dct \
|
||
--format jpeg
|
||
```
|
||
|
||
**Recipient (daily):**
|
||
```bash
|
||
# Works for both LSB and DCT (auto-detected)
|
||
stegasoo decode \
|
||
-r our_shared_photo.jpg \
|
||
-s received_image.png \
|
||
-p "monday phrase words" \
|
||
--pin 847293
|
||
```
|
||
|
||
### Batch Processing
|
||
|
||
**Encode multiple messages (LSB):**
|
||
```bash
|
||
#!/bin/bash
|
||
PHRASE="apple forest thunder"
|
||
PIN="123456"
|
||
REF="reference.jpg"
|
||
|
||
for file in messages/*.txt; do
|
||
name=$(basename "$file" .txt)
|
||
stegasoo encode \
|
||
-r "$REF" \
|
||
-c "carriers/${name}.png" \
|
||
-p "$PHRASE" \
|
||
--pin "$PIN" \
|
||
-f "$file" \
|
||
-o "output/${name}_stego.png" \
|
||
-q
|
||
echo "Encoded: $name"
|
||
done
|
||
```
|
||
|
||
**Encode for social media (DCT):**
|
||
```bash
|
||
#!/bin/bash
|
||
for file in messages/*.txt; do
|
||
name=$(basename "$file" .txt)
|
||
stegasoo encode \
|
||
-r "$REF" \
|
||
-c "carriers/${name}.png" \
|
||
-p "$PHRASE" \
|
||
--pin "$PIN" \
|
||
-f "$file" \
|
||
--mode dct \
|
||
--format jpeg \
|
||
-o "output/${name}_social.jpg" \
|
||
-q
|
||
echo "Encoded for social: $name"
|
||
done
|
||
```
|
||
|
||
### Archive with Date Preservation
|
||
|
||
```bash
|
||
# Encode with specific date for archival
|
||
stegasoo encode \
|
||
-r ref.jpg \
|
||
-c carrier.png \
|
||
-p "archive phrase words" \
|
||
--pin 123456 \
|
||
-m "Historical record" \
|
||
--date 2025-01-15 \
|
||
-o archive_2025-01-15.png
|
||
```
|
||
|
||
### Testing Mode Compatibility
|
||
|
||
```bash
|
||
# Encode with DCT
|
||
stegasoo encode \
|
||
-r ref.jpg \
|
||
-c carrier.png \
|
||
-p "test phrase" \
|
||
--pin 123456 \
|
||
-m "Test message" \
|
||
--mode dct \
|
||
--format jpeg \
|
||
-o test_dct.jpg
|
||
|
||
# Simulate social media recompression
|
||
convert test_dct.jpg -quality 85 test_recompressed.jpg
|
||
|
||
# Decode (should still work!)
|
||
stegasoo decode \
|
||
-r ref.jpg \
|
||
-s test_recompressed.jpg \
|
||
-p "test phrase" \
|
||
--pin 123456
|
||
```
|
||
|
||
---
|
||
|
||
## Piping & Scripting
|
||
|
||
### Stdin/Stdout Support
|
||
|
||
**Encode from pipe:**
|
||
```bash
|
||
cat secret.txt | stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456 -o out.png
|
||
```
|
||
|
||
**Decode to pipe:**
|
||
```bash
|
||
stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 -q | less
|
||
```
|
||
|
||
**Chain with encryption:**
|
||
```bash
|
||
# Encode GPG-encrypted content
|
||
gpg -e -r recipient@email.com secret.txt
|
||
cat secret.txt.gpg | base64 | stegasoo encode -r ref.jpg -c carrier.png -p "phrase" --pin 123456
|
||
|
||
# Decode and decrypt
|
||
stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 -q | base64 -d | gpg -d
|
||
```
|
||
|
||
### JSON Output for Scripts
|
||
|
||
```bash
|
||
# Get credentials as JSON
|
||
creds=$(stegasoo generate --json)
|
||
|
||
# Extract specific fields
|
||
pin=$(echo "$creds" | jq -r '.pin')
|
||
monday=$(echo "$creds" | jq -r '.phrases.Monday')
|
||
entropy=$(echo "$creds" | jq -r '.entropy.total')
|
||
|
||
echo "PIN: $pin"
|
||
echo "Monday phrase: $monday"
|
||
echo "Total entropy: $entropy bits"
|
||
```
|
||
|
||
### Error Handling in Scripts
|
||
|
||
```bash
|
||
#!/bin/bash
|
||
set -e
|
||
|
||
if ! stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 -q 2>/dev/null; then
|
||
echo "Decryption failed - check credentials"
|
||
exit 1
|
||
fi
|
||
```
|
||
|
||
### Mode Detection in Scripts
|
||
|
||
```bash
|
||
#!/bin/bash
|
||
# Get mode from verbose output
|
||
MODE=$(stegasoo decode -r ref.jpg -s stego.png -p "phrase" --pin 123456 2>&1 | grep "Mode detected" | awk '{print $3}')
|
||
echo "Image was encoded with: $MODE mode"
|
||
```
|
||
|
||
---
|
||
|
||
## Error Handling
|
||
|
||
### Common Errors
|
||
|
||
| Error | Cause | Solution |
|
||
|-------|-------|----------|
|
||
| "Must provide --pin or --key" | No security factor given | Add `--pin` or `--key` option |
|
||
| "PIN must be 6-9 digits" | Invalid PIN format | Use numeric PIN, 6-9 chars |
|
||
| "PIN cannot start with zero" | Leading zero in PIN | Use PIN starting with 1-9 |
|
||
| "Carrier image too small" | Message exceeds capacity | Use larger carrier or LSB mode |
|
||
| "Message too long for DCT capacity" | DCT has less space | Shorten message or use LSB |
|
||
| "Decryption failed" | Wrong credentials | Verify phrase, PIN, ref photo |
|
||
| "Invalid or missing Stegasoo header" | Wrong mode or corruption | Check mode, try other credentials |
|
||
| "RSA key is password-protected" | Missing key password | Add `--key-password` option |
|
||
| "jpegio not available" | Missing library | Install: `pip install jpegio` |
|
||
| "Invalid --format for LSB mode" | JPEG with LSB | Use `--mode dct` for JPEG output |
|
||
|
||
### Troubleshooting Decryption Failures
|
||
|
||
1. **Check the encoding date:** The filename often contains the date (e.g., `_20251227`)
|
||
2. **Use correct phrase:** The phrase must match the day the message was encoded, not today
|
||
3. **Verify reference photo:** Must be the exact same file, not a resized copy
|
||
4. **Check stego image:**
|
||
- LSB: Ensure it wasn't resized, recompressed, or converted
|
||
- DCT: More resilient, but heavy recompression may still destroy data
|
||
5. **Check embedding mode:** The decoder auto-detects, but if issues persist, verify the original was encoded with the expected mode
|
||
|
||
### DCT-Specific Issues
|
||
|
||
| Issue | Cause | Solution |
|
||
|-------|-------|----------|
|
||
| "Invalid or missing Stegasoo header" after social media | Heavy recompression | Try higher quality original or shorter message |
|
||
| JPEG output not working | jpegio not installed | `pip install jpegio` |
|
||
| Lower capacity than expected | Normal for DCT | DCT has ~10% of LSB capacity |
|
||
|
||
---
|
||
|
||
## Exit Codes
|
||
|
||
| Code | Meaning |
|
||
|------|---------|
|
||
| 0 | Success |
|
||
| 1 | General error |
|
||
| 2 | Invalid arguments/options |
|
||
|
||
---
|
||
|
||
## Environment Variables
|
||
|
||
| Variable | Description |
|
||
|----------|-------------|
|
||
| `PYTHONPATH` | Include `src/` for development |
|
||
|
||
---
|
||
|
||
## Dependencies
|
||
|
||
### Core Dependencies
|
||
|
||
- `pillow` - Image processing
|
||
- `cryptography` - Encryption
|
||
- `argon2-cffi` - Key derivation
|
||
- `click` - CLI framework
|
||
|
||
### DCT Mode Dependencies
|
||
|
||
- `scipy` - DCT transformations
|
||
- `jpegio` - Native JPEG coefficient access (recommended)
|
||
|
||
Install DCT dependencies:
|
||
```bash
|
||
pip install scipy jpegio
|
||
```
|
||
|
||
Check availability:
|
||
```bash
|
||
python -c "import scipy; print('scipy:', scipy.__version__)"
|
||
python -c "import jpegio; print('jpegio: available')"
|
||
```
|
||
|
||
---
|
||
|
||
## See Also
|
||
|
||
- [API Documentation](API.md) - REST API reference
|
||
- [Web UI Documentation](WEB_UI.md) - Browser interface guide
|
||
- [README](README.md) - Project overview and security model
|