Steganography-Based Image File Encryption — Encrypt First, Hide Smart
Encrypt text/files with AES-256 or RSA, then conceal the ciphertext inside PNG/BMP pixels using LSB steganography. Clean GUI to encode/decode, verify capacity, and manage logs.
- ✓Dual-layer security: cryptography + steganography
- ✓Lossless cover formats with minimal visual change
- ✓GUI dashboard for encode/decode & key handling
1. Introduction
The Steganography-Based Image File Encryption project merges modern cryptography with image steganography to secure data by hiding it in plain sight. Messages or files are first encrypted (AES/RSA) and then embedded into cover images via Least Significant Bit (LSB) substitution, keeping the stego-image visually unchanged while making the payload invisible to casual inspection and difficult for attackers to extract.
2. Existing System vs Proposed System
- Plain encryption produces obvious ciphertext files.
- Pure steganography (no crypto) risks steganalysis leakage.
- Few tools automate crypto + stego in one workflow.
- Encrypts (AES-256/RSA) before LSB embedding.
- Supports text and full file payloads.
- Clean GUI for encode/decode, keys, and logs.
- Lossless PNG/BMP for high-fidelity hiding.
3. Working
- Input Selection: Choose cover image and secret text/file.
- Encryption: Encrypt payload via AES-256 symmetric key or RSA public key.
- Embedding: Insert encrypted bits into image pixels using LSB.
- Output: Save stego-image visually indistinguishable from the original.
- Extraction: Recipient extracts bits and decrypts with the correct key.
- Verification: Check integrity and key validity; log events.
4. Technology Stack
- Language: Python
- Libraries: Pillow (PIL), OpenCV, NumPy, PyCryptodome, Flask/Tkinter, sqlite3
- Encryption: AES-256 (CBC/GCM) or RSA (2048/3072)
- Steganography: LSB substitution (RGB channels)
- Storage: SQLite3 for logs and key references
- Optional: QR for key sharing, checksum/CRC, capacity estimator
5. Modules
Restricted access.
- Session login
- Role access*
AES/RSA before hide.
- Key mgmt hints
- IV/nonce safety
LSB embedding.
- RGB channel use
- Capacity check
Extract + decrypt.
- Integrity check
- Error handling
Input/output & logs.
- SQLite audit
- Safe temp files
Desktop/Web UI.
- Drag & drop*
- Progress + alerts
6. Advantages
- Double security: encryption + hidden channel.
- Minimal visual distortion using lossless formats.
- Supports text and arbitrary files.
- Great for secure comms, forensics, watermarking.
- Logs and verification for auditability.
7. Applications
- Confidential government/enterprise exchange.
- Secure document sharing & archival.
- Digital watermarking & copyright defense.
- Academic research in crypto & stego.
- Personal privacy for sensitive comms.
Python Integration Sketch (AES/RSA + LSB + Pillow)
# 1) Encrypt payload (text/file)
def encrypt_payload(bytes_in, mode="AES", key=None, rsa_pub=None):
if mode == "AES":
iv = os.urandom(16)
cipher = AES.new(key, AES.MODE_CBC, iv)
enc = iv + cipher.encrypt(pad(bytes_in, AES.block_size))
return enc
else: # RSA
return PKCS1_OAEP.new(rsa_pub).encrypt(bytes_in)
# 2) LSB embed into cover (PNG/BMP)
def lsb_embed(cover_img_path, secret_bytes, out_path):
img = Image.open(cover_img_path).convert("RGB")
pixels = np.array(img)
bitstream = np.unpackbits(np.frombuffer(secret_bytes, dtype=np.uint8))
# Ensure capacity (H*W*3 bits)
assert bitstream.size <= pixels.size, "Cover image too small"
flat = pixels.flatten()
flat[:bitstream.size] = (flat[:bitstream.size] & ~1) | bitstream
Image.fromarray(flat.reshape(pixels.shape)).save(out_path)
# 3) Extract + decrypt
def lsb_extract(stego_path, n_bytes):
img = Image.open(stego_path).convert("RGB")
bits = (np.array(img).flatten() & 1)[: n_bytes*8]
data = np.packbits(bits).tobytes()
return data
# 4) Decode flow
enc = encrypt_payload(payload, "AES", key=key)
lsb_embed("cover.png", enc, "stego.png")
ex = lsb_extract("stego.png", n_bytes=len(enc))
plain = unpad(AES.new(key, AES.MODE_CBC, iv=ex[:16]).decrypt(ex[16:]), AES.block_size)
What You Get
| Item | Included | Notes |
|---|---|---|
| Python Source Code | ✅ | Pillow/OpenCV + PyCryptodome |
| AES-256 / RSA Encryption | ✅ | Key gen & safety tips |
| LSB Steganography (PNG/BMP) | ✅ | Capacity & integrity checks |
| Flask/Tkinter GUI | ✅ | Encode/Decode with logs |
| Demo Video | ✅ | Setup & working walkthrough |
| Report & PPT | ✅ | College-format templates |
| Support | ✅ | Installation + viva Q&A (1 month) |
FAQs — Steganography Image Encryption
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