Update README.md

README.md

@@ -8,6 +8,33 @@ configs:
         path: Alert_Triaging_Dataset_TII/TP/*.json
       - split: fp
         path: Alert_Triaging_Dataset_TII/FP/*.json
+    features:
+      scenarios:
+        - metadata:
+            scenario_name:
+              dtype: string
+            alert_type:
+              dtype: string
+            alert_name:
+              dtype: string
+          sia_components:
+            scenario:
+              dtype: string
+            alert:
+              dtype: string
+            tools_available:
+              sequence: string
+            files_available:
+              dtype: string
+            instructions:
+              dtype: string
+            directory:
+              dtype: string
+            questions:
+              - question:
+                  dtype: string
+                answer:
+                  dtype: string
 
   - config_name: alert_triaging_cic
     data_files:
@@ -15,15 +42,76 @@ configs:
         path: Alert_Triaging_Dataset_CIC/TP/*.json
       - split: fp
         path: Alert_Triaging_Dataset_CIC/FP/*.json
+    features:
+      scenarios:
+        - metadata:
+            scenario_name:
+              dtype: string
+            alert_type:
+              dtype: string
+            alert_name:
+              dtype: string
+          sia_components:
+            scenario:
+              dtype: string
+            alert:
+              dtype: string
+            tools_available:
+              sequence: string
+            files_available:
+              dtype: string
+            instructions:
+              dtype: string
+            directory:
+              dtype: string
+            questions:
+              - question:
+                  dtype: string
+                answer:
+                  dtype: string
 
   - config_name: sia_dataset
     data_files:
       - split: train
         path: SIA_Dataset/*.json
+    features:
+      scenarios:
+        - metadata:
+            source:
+              dtype: string
+            scenario_name:
+              dtype: string
+            last_accessed:
+              dtype: string
+            writeup:
+              dtype: string
+          sia_components:
+            scenario:
+              dtype: string
+            task_category:
+              dtype: string
+            complexity:
+              dtype: string
+            tools_available:
+              sequence: string
+            files_available:
+              dtype: string
+            instructions:
+              dtype: string
+            directory:
+              dtype: string
+            questions:
+              - question:
+                  dtype: string
+                answer:
+                  dtype: string
+                adversarial_tactic:
+                  dtype: string
 
 license: apache-2.0
 task_categories:
   - question-answering
+  - text-classification
 language:
   - en
 tags:
@@ -35,18 +123,18 @@ tags:
   - MITRE-ATTCK
   - PCAP
   - SOC
-pretty_name: SIABench
+pretty_name: SIABENCH
 size_categories:
   - n<1K
 ---
 
-# SIABench — Security Incident Analysis Benchmark
+# SIABENCH — Security Incident Analysis Benchmark
 
-SIABench is a benchmark for evaluating LLMs on cybersecurity incident analysis tasks, developed at **Concordia University's Security Research Centre** in collaboration with **Defence Research and Development Canada (DRDC)**.
+SIABENCH is a benchmark for evaluating LLMs on cybersecurity incident analysis tasks, developed at **Concordia University's Security Research Centre** in collaboration with **Defence Research and Development Canada (DRDC)**, published at **PST 2025**.
 
 ## Dataset Structure
 
-SIABench contains three sub-datasets accessible as separate configs:
+SIABENCH contains three sub-datasets accessible as separate configs:
 
 | Config | Description | Splits |
 |---|---|---|
@@ -83,5 +171,3 @@ Each JSON file contains two blocks:
 - `files_available`: linked PCAP file (`capture.pcap`)
 - `directory`: set to `"(directory_of_the_file)"`
 - `questions`: Q&A pairs (with `adversarial_tactic` in SIA_Dataset)
-
-```