Update README.md

README.md

@@ -1,31 +1,49 @@
 ---
 license: cc-by-4.0
-
 configs:
 - config_name: 1024-unrolled
   data_files:
   - split: train
-    path: "1024-unrolled/*train*.tar"
+    path: 1024-unrolled/*train*.tar
   - split: valid
-    path: "1024-unrolled/*valid*.tar"
+    path: 1024-unrolled/*valid*.tar
   - split: test
-    path: "1024-unrolled/*test*.tar"
-
+    path: 1024-unrolled/*test*.tar
 - config_name: 2048-unrolled
   data_files:
   - split: train
-    path: "2048-unrolled/*train*.tar"
+    path: 2048-unrolled/*train*.tar
   - split: valid
-    path: "2048-unrolled/*valid*.tar"
+    path: 2048-unrolled/*valid*.tar
   - split: test
-    path: "2048-unrolled/*test*.tar"
-    
+    path: 2048-unrolled/*test*.tar
 - config_name: 4096-unrolled_n
   data_files:
   - split: train
-    path: "4096-unrolled_n/*train*.tar"
+    path: 4096-unrolled_n/*train*.tar
   - split: valid
-    path: "4096-unrolled_n/*valid*.tar"
+    path: 4096-unrolled_n/*valid*.tar
   - split: test
-    path: "4096-unrolled_n/*test*.tar"
+    path: 4096-unrolled_n/*test*.tar
+task_categories:
+- image-classification
+- image-segmentation
+size_categories:
+- 1K<n<10K
 ---
+
+# COSOCO: Compromised Software Containers Image Dataset
+
+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 
+software container that has been converted to an image using common byte-to-pixel tools widely used
+in malware analysis. Software container records are labelled (1) **benign** or (2) **compromised**: 
+A benign software container will have installed commonly used harmless packages and tools, whereas 
+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.
+
+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.