Sentence Similarity
sentence-transformers
Joblib
Safetensors
modernbert
security
intrusion-detection
behavior-analytics
intent-recognition
linux
kubernetes
audit-log
text-embeddings-inference
Instructions to use GA-177/SecEBL with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use GA-177/SecEBL with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("GA-177/SecEBL") sentences = [ "That is a happy person", "That is a happy dog", "That is a very happy person", "Today is a sunny day" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4] - Notebooks
- Google Colab
- Kaggle
File size: 1,106 Bytes
b5528bb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | {
"k8s": {
"behavior_label_instances": 163,
"files": [
"examples/k8s/example_sessions.jsonl",
"examples/k8s/example_gold.rev20.jsonl"
],
"intrusion_rows": 72,
"normal_rows": 72,
"rows": 144,
"rows_with_behavior_labels": 144,
"sessions": 46,
"source": "public normalized Kubernetes AuditLog examples with public-only metadata",
"unique_behavior_labels": 27
},
"linux": {
"behavior_label_instances": 14807,
"files": [
"examples/linux/example_sessions.jsonl",
"examples/linux/example_gold.rev20.jsonl"
],
"intrusion_rows": 7586,
"normal_rows": 2934,
"rows": 10520,
"rows_with_behavior_labels": 10019,
"sessions": 531,
"source": "publicly releasable subset of the internal Linux final benchmark; session labels normalized to English enums",
"unique_behavior_labels": 349
},
"note": "The full internal benchmark is larger and is not redistributed in this repository; these examples are the public subset used for runnable release verification.",
"schema": "secebl_public_examples_manifest_v2"
}
|