Update README.md

README.md

@@ -6,17 +6,24 @@ tags:
 - unsloth
 - llama
 - trl
-license: apache-2.0
+license: cc
 language:
 - en
 ---
 
-# Uploaded  model
+# Making Acoustic Side-Channel Attacks on Noisy Keyboards Viable with LLM-Assisted Spectrograms "Typo" Correction
 
-- **Developed by:** seyyedaliayati
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/llama-3.2-3b-instruct-unsloth-bnb-4bit
+## Model Overview
+This is a fine-tuned version of the **LLaMA-3.2-3B** model for Acoustic Side-Channel Attacks (ASCA), designed to improve keystroke classification and error correction in noisy environments. The model leverages **Vision Transformers (VTs)** for spectrogram classification and **Large Language Models (LLMs)** for typo correction.
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+- **Fine-Tuned From**: [unsloth/llama-3.2-3b-instruct-bnb-4bit](https://huggingface.co/unsloth/llama-3.2-3b-instruct-bnb-4bit)
+- **License**: CC
+- **Developed by**: Seyyed Ali Ayati, Jin Hyun Park, Yichen Cai, Marcus Botacin
+- **Repository**: [EchoCrypt GitHub](https://github.com/seyyedaliayati/EchoCrypt)
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+## Citation
+
+If you use this model, please cite the following paper:
+```bibtex
+TODO
+```