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MITRE V15 Tactic Bert Case Based

Developed by sarahwei
This model is based on the BERT architecture, specifically designed to identify the MITRE ATT&CK tactic framework categories for cybersecurity texts, supporting multi-label classification.
Downloads 283
Release Time : 6/25/2024

Model Overview

This model is fine-tuned on the MITRE ATT&CK version 15 attack process dataset, suitable for text classification tasks in the cybersecurity field, capable of identifying the corresponding attack tactic categories for sentences.

Model Features

Multi-label Classification
Supports classification tasks where a single sentence can correspond to multiple tactic categories
Domain Optimization
Specifically optimized for attack behavior descriptions in the cybersecurity field
High Accuracy
Achieves an accuracy of 0.87 on the validation set

Model Capabilities

Cybersecurity Text Classification
Attack Tactic Identification
Multi-label Text Classification

Use Cases

Cybersecurity Analysis
Attack Behavior Classification
Identify the MITRE tactic categories of attack behaviors described in security reports
Can accurately classify attack behaviors such as SQL injection
Threat Intelligence Analysis
Automate the processing of large volumes of threat intelligence data to quickly classify attack tactics
Improves the efficiency of security analysts
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