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README.md

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----
-dataset_info:
-  features:
-  - name: url
-    dtype: string
-  - name: description
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: cvss_vector
-    dtype: string
-  - name: task_type
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 1851312
-    num_examples: 1000
-  download_size: 463479
-  dataset_size: 1851312
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
----
+# CTI-Bench: Vulnerability Severity Prediction (VSP)
+
+## Dataset Description
+
+This dataset contains **1,000 CVE descriptions** with corresponding CVSS v3.1 base scores. It evaluates a model's ability to assess vulnerability severity and generate proper CVSS vector strings.
+
+## Dataset Structure
+
+Each example contains:
+- **url**: CVE URL (typically from nvd.nist.gov)
+- **description**: CVE description detailing the vulnerability
+- **prompt**: Full instruction prompt explaining CVSS v3.1 metrics
+- **cvss_vector**: Ground truth CVSS v3.1 vector string (e.g., "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H")
+- **task_type**: Always "vulnerability_severity_prediction"
+
+## CVSS v3.1 Metrics
+
+The dataset covers all base metrics:
+- **AV** (Attack Vector): Network (N), Adjacent (A), Local (L), Physical (P)
+- **AC** (Attack Complexity): Low (L), High (H)
+- **PR** (Privileges Required): None (N), Low (L), High (H)
+- **UI** (User Interaction): None (N), Required (R)
+- **S** (Scope): Unchanged (U), Changed (C)
+- **C** (Confidentiality): None (N), Low (L), High (H)
+- **I** (Integrity): None (N), Low (L), High (H)
+- **A** (Availability): None (N), Low (L), High (H)
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("tuandunghcmut/cti_bench_vsp")
+
+# Access a sample
+sample = dataset['train'][0]
+print(f"CVE: {sample['description']}")
+print(f"CVSS Vector: {sample['cvss_vector']}")
+```
+
+## Example
+
+**CVE Description:** In the Linux kernel through 6.7.1, there is a use-after-free in cec_queue_msg_fh, related to drivers/media/cec/core/cec-adap.c...
+
+**CVSS Vector:** CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
+
+## Citation
+
+```bibtex
+@article{ctibench2024,
+  title={CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence},
+  author={[Authors]},
+  journal={NeurIPS 2024},
+  year={2024}
+}
+```
+
+## Original Source
+
+This dataset is derived from [CTI-Bench](https://github.com/xashru/cti-bench) and is available under the same license terms.
+
+## Tasks
+
+This dataset is designed for:
+- ✅ Vulnerability severity assessment
+- ✅ CVSS score calculation
+- ✅ Risk analysis and prioritization
+- ✅ Cybersecurity impact evaluation