Update README.md

README.md

@@ -32,9 +32,13 @@ configs:
     path: 4096-unrolled_n/*test*.tar
 ---
 
+
 # COSOCO: Compromised Software Containers Image Dataset
 
-[Paper](https://huggingface.co/papers/2504.03238)
+- **Paper:** [Malware Detection in Docker Containers: An Image is Worth a Thousand Logs](https://huggingface.co/papers/2504.03238)
+- **Dataset Documentation:** [COSOCO Dataset Documentation](./docs/COSOCO-dataset-readme-v1_0.pdf)
+
+## Dataset Description
 
 COSOCO (Compromised Software Containers) is a synthetic dataset of 3364 images representing benign
 and malware-compromised software containers. Each image in the dataset represents a dockerized 
@@ -44,8 +48,27 @@ A benign software container will have installed commonly used harmless packages
 a compromised software container, will have, among harmless benign tools and packages, its underlying
 file system affected by some activated malware instance. Each compromised instance is accompanied by 
 a mask, i.e. a black and white image which marks the pixels that correspond to the files of the 
-underlying system that have been altered by a malware.
+underlying system that have been altered by a malware. COSOCO aims to support the identification of 
+compromised software containers via the task of image classification task and the identification of 
+compromised files and file system regions inside a container via the image segmentation task.
+
+## Citation
+
+The users of this dataset are kindly asked to cite the following paper:
+
+```bibtex
+@misc{
+  nousias2025malwaredetectiondockercontainers, 
+  title={Malware Detection in Docker Containers: An Image is Worth a Thousand Logs},  
+  author={Akis Nousias and Efklidis Katsaros and Evangelos Syrmos and Panagiotis Radoglou-Grammatikis and Thomas Lagkas and Vasileios Argyriou and Ioannis Moscholios and Evangelos Markakis and Sotirios Goudos and Panagiotis Sarigiannidis},
+  year={2025}, 
+  eprint={2504.03238},
+  archivePrefix={arXiv}, 
+  primaryClass={cs.CR}, 
+  url={https://arxiv.org/abs/2504.03238}, 
+}
+```
+
+## Contact
 
-COSOCO aims to support the identification of compromised software containers via the task of image 
-classification task and the identification of compromised files and file system regions inside a 
-container via the image segmentation task.
+Contact [Panagiotis Radoglou-Grammatikis](mailto:pradoglou@k3y.bg) for questions or comments.