SecurityLLM (ZySec-7B)
| Property | Value |
|---|---|
| Parameter Count | 7.24B |
| Model Type | Text Generation |
| Architecture | Mistral-based Transformer |
| License | Apache 2.0 |
| Tensor Type | FP16 |
What is SecurityLLM?
SecurityLLM, also known as ZySec-7B, is a specialized language model designed specifically for cybersecurity professionals. Built on HuggingFace's Zephyr series and trained using the DPO technique, it serves as an AI-powered security assistant capable of providing expert guidance across numerous cybersecurity domains. The model represents a significant advancement in applying AI to cybersecurity challenges, offering round-the-clock expert-level support for security operations.
Implementation Details
The model is implemented using the Transformers library and leverages Mistral architecture with 7.24B parameters. It's optimized with FP16 precision and is fully compatible with LM Studio, making it accessible for various deployment scenarios. The training encompasses over 30 distinct cybersecurity domains, each supported by thousands of data points to ensure comprehensive coverage.
- Built on advanced Mistral architecture
- Trained using Direct Preference Optimization (DPO)
- Implements FP16 precision for efficient processing
- Available in GGUF format for broader compatibility
Core Capabilities
- Attack Surface Threat Analysis and Cloud Security Assessment
- Cyber Kill Chain Understanding and Implementation
- Compliance Framework Navigation (CIS, FedRAMP, PCI DSS, ISO/IEC 27001)
- Security Incident Response and Handling
- Data Exfiltration Detection and Prevention
- Security Governance and Risk Management
- Architecture Review and Strategic Planning
Frequently Asked Questions
Q: What makes this model unique?
SecurityLLM is the first open-source AI model specifically trained for comprehensive cybersecurity applications, covering 30+ domains with expert-level knowledge. Its open-source nature allows for community contributions and transparent security management.
Q: What are the recommended use cases?
The model is ideal for security operations centers (SOC), compliance management, threat analysis, incident response planning, and security architecture review. It can serve as a 24/7 digital security expert for organizations of all sizes.
