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README.md

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 ---
 license: mit
+task_categories:
+- image-classification
+tags:
+- steganography
+- LSB
+pretty_name: Multilingual LSB Stego Dataset
+size_categories:
+- 100K<n<1M
 ---
+# Multilingual LSB Stego Dataset
+
+## Dataset Summary
+This dataset contains **432,000 RGB images (~345 GB)** generated to study the detectability of **Least Significant Bit (LSB)** steganography under controlled, reproducible settings. It enables systematic analysis across **multiple resolutions, bit-depths, payload ratios, embedding policies, and languages**, and includes per-file metadata for deterministic message recovery.
+
+- **Total size:** ~345 GB
+- **Images:** 432,000
+- **Languages (payload):** EN, DE, ES, FR, IT, TR
+- **Resolutions:** 128×128, 256×256, 512×512, 1024×1024
+- **Bits per byte (LSB depth):** 1, 2, 4
+- **Payload ratios (of capacity):** 0.25, 0.50, ~1.00
+- **Embedding policies:** sequential, random (seeded)
+- **Metadata:** JSON for each stego image (original filename, message length, bpp, policy, seed, status)
+- **Deterministic header:** `flag | msg_len(32) | num_bits_code(2) | [seed(32)]` for exact extraction
+
+## Abstract
+TBA
+
+## Folder Structure
+```
+LSBStegoDataset/
+ ├── 128x128_en/      256x256_en/      512x512_en/      1024x1024_en/
+ ├── 128x128_de/      256x256_de/      512x512_de/      1024x1024_de/
+ ├── 128x128_es/      256x256_es/      512x512_es/      1024x1024_es/
+ ├── 128x128_fr/      256x256_fr/      512x512_fr/      1024x1024_fr/
+ ├── 128x128_it/      256x256_it/      512x512_it/      1024x1024_it/
+ └── 128x128_tr/      256x256_tr/      512x512_tr/      1024x1024_tr/
+```
+
+Each leaf folder contains:
+- **Stego images** (as PNG)
+- **JSON metadata** for each stego image (embedding parameters & verification)
+- (Optionally) **histogram PNG/JSON** if generated
+
+## Usage
+```python
+from datasets import load_dataset
+
+# Load entire repository
+ds = load_dataset("emirozturk/LSBStegoDataset")
+
+# Load a specific subset/folder (example: 256x256 Turkish)
+ds_tr256 = load_dataset(
+    "emirozturk/LSBStegoDataset",
+    data_files="256x256_tr/*"
+)
+```
+
+## Typical Research Tasks
+- Detectability vs. payload × bpp × policy × language × resolution
+- Cross-lingual generalization of steganalysis models
+- Feature-level analyses of language-induced bit statistics
+
+## Citation
+If you use this dataset, please cite:
+```
+TBA
+```
+
+## License
+See the repository license for terms of use.