---
license: apache-2.0
base_model: ehsanaghaei/SecureBERT
tags:
  - cyber-threat-intelligence
  - information-extraction
---

# encoder (cti_bert)

Fine-tuned **ehsanaghaei/SecureBERT** for structured vulnerability-record extraction from
cybersecurity news articles, from the study (encoder token-classification
vs. decoder structured-generation). This is the best-performing encoder in that
comparison.

## Test-set performance (entity/field-level)

| micro F1 | macro F1 |
|---------:|---------:|
| 0.3051 | 0.3127 |

See the project README for the task definition, schema, evaluation protocol, and the
full per-model / per-field breakdown.

Companion dataset: [`upb-nlp/NtVR`](https://huggingface.co/datasets/upb-nlp/NtVR).