cypher
Datasets
All datasets matching “cypher”cypher-sft-v3-sources
cypher-sft-v3-sources
Aggregated cybersec sources for CYPHER SFT v3 training. Combines instruction-tuning corpora + CVE chats + phishing/malware + code vulns.
Disclaimer (Responsible Disclosure)
This bundle aggregates publicly available security research datasets for
defensive purposes only: training detection systems, threat-classification
models, and security research tools.
Do not use any artifact in this collection for offensive operations against
systems you do not… See the full description on the dataset page: https://huggingface.co/datasets/jescy525/cypher-sft-v3-sources.cypherbench
CypherBench
CypherBench is a benchmark designed to evaluate text-to-Cypher translation for large language models (LLMs). It includes:
11 large-scale Neo4j property graphs transformed from Wikidata with 7.8 million entities.
Over 10,000 (question, Cypher) pairs for training/evaluating text-to-Cypher translation.
Paper: https://arxiv.org/pdf/2412.18702
Repository & Demo: https://github.com/megagonlabs/cypherbench
Contact: yanlin@megagon.ai
Sample Task
{
"qid":… See the full description on the dataset page: https://huggingface.co/datasets/megagonlabs/cypherbench.cypher-malware-research-cc-by-nc
cypher-malware-research-cc-by-nc
Malware research samples bundle (CC-BY-NC-SA-4.0). 212 GB of CAPE sandbox dynamic analysis traces, trojans, ransomware, RATs, spyware, cryptojacking samples for defensive research. NoCommercial license. Separated from cypher-sft-v3-sources to keep that bundle commercial-clean.
⚠️ License — CC-BY-NC-SA-4.0 (NoCommercial)
This bundle is redistributed under CC-BY-NC-SA-4.0 from the original source
unileon-robotics/malware-samples… See the full description on the dataset page: https://huggingface.co/datasets/jescy525/cypher-malware-research-cc-by-nc.cypher-colab-rawcypher-factory
Cypher-Factory
Generated Cypher benchmark data. Use the retrieval, analytic, or analytic-v2 viewer configuration to browse queries.
The queries were generated and validated for:
Neo4j Community Edition 5.26.20
Neo4j Graph Data Science 2.13.4
Configurations
retrieval: read-only Cypher queries, 5,000 per graph, generated with the SQL-Factory prompts translated to Cypher.
analytic: the first graph-analytics pools, 500 per graph. Generation used a fixed workflow… See the full description on the dataset page: https://huggingface.co/datasets/guangchen/cypher-factory.details_aloobun__Cypher-7B
Dataset Card for Evaluation run of aloobun/Cypher-7B
Dataset automatically created during the evaluation run of model aloobun/Cypher-7B on the Open LLM Leaderboard.
The dataset is composed of 63 configuration, each one coresponding to one of the evaluated task.
The dataset has been created from 2 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results.… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard-old/details_aloobun__Cypher-7B.