Add dataset README

README.md

@@ -1,55 +1,80 @@
 ---
-dataset_info:
-  features:
-  - name: session_id
-    dtype: string
-  - name: logs
-    list: string
-  - name: metadata
-    struct:
-    - name: duration_seconds
-      dtype: float64
-    - name: host
-      dtype: string
-    - name: hour
-      dtype: int64
-    - name: is_weekend
-      dtype: bool
-    - name: log_types
-      list: string
-    - name: n_logs
-      dtype: int64
-  - name: log_types
-    list: string
-  - name: log_types_str
-    dtype: string
-  - name: n_logs
-    dtype: int64
-  - name: has_attack
-    dtype: bool
-  - name: attack_types
-    list: string
-  - name: attack_types_str
-    dtype: string
-  - name: attack_count
-    dtype: int64
-  - name: attack_ratio
-    dtype: float64
-  - name: label
-    dtype: int64
-  - name: attack_ratio_original
-    dtype: float64
-  - name: severity_labels
-    list: string
-  splits:
-  - name: train
-    num_bytes: 529769012
-    num_examples: 26996
-  download_size: 71863406
-  dataset_size: 529769012
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+license: apache-2.0
+task_categories:
+- text-classification
+- other
+tags:
+- logs
+- cybersecurity
+- attack-detection
+- network-security
+size_categories:
+- 100K<n<1M
 ---
+
+# ait-distilation-set
+
+Labeled log sessions dataset with attack information.
+
+## Dataset Description
+
+This dataset combines log sessions from `chYassine/log-sessions-supervised` with attack labels from `chYassine/ait-attack`.
+
+### Dataset Structure
+
+Each session contains:
+- **session_id**: Unique identifier for the session
+- **logs**: List of log entries (JSON strings)
+- **metadata**: Session metadata including log types, duration, host info
+- **log_types**: Types of logs in the session
+- **has_attack**: Boolean indicating if session contains attacks
+- **attack_types**: List of attack types found in the session
+- **attack_count**: Number of logs with attacks
+- **attack_ratio**: Ratio of attack logs to total logs
+
+### Statistics
+
+- Total sessions: 26996
+- Sessions with attacks: 7 (0.0%)
+- Sessions without attacks: 26989
+
+### Log Types
+
+- apache2: 12666
+- audit: 7811
+- dnsteal: 5464
+- exim4: 5436
+- horde: 5128
+- ait.aecid.attacker.wpdiscuz: 4033
+- suricata: 5
+- downloads: 5
+- redis: 3
+
+### Attack Types
+
+- attacker_change_user,escalate: 7
+- escalated_command,escalated_sudo_command,escalate: 7
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("chYassine/ait-distilation-set", split="train")
+
+# Example: Filter sessions with attacks
+attacks_only = dataset.filter(lambda x: x["has_attack"])
+
+# Example: Get sessions by log type
+dns_sessions = dataset.filter(lambda x: "dns" in x.get("log_types", []))
+```
+
+## Source Datasets
+
+- Sessions: [chYassine/log-sessions-supervised](https://huggingface.co/datasets/chYassine/log-sessions-supervised)
+- Attacks: [chYassine/ait-attack](https://huggingface.co/datasets/chYassine/ait-attack)
+
+## Citation
+
+If you use this dataset, please cite the original datasets as well.