Getting Started with SYARA
Install SYARA and write your first semantic detection rule in under 10 minutes — covering strings, similarity, and key-value syntax.
Read more →Tutorials, case studies, and research on AI-powered threat detection
Install SYARA and write your first semantic detection rule in under 10 minutes — covering strings, similarity, and key-value syntax.
Read more →A comprehensive guide to building semantic rules that detect prompt injection attempts with high accuracy using SBERT and classifiers.
Read more →Why semantic matching catches dramatically more threats than keyword-based detection in the GenAI era.
Read more →Combine text analysis and perceptual image hashing to detect phishing websites with SYARA's multi-modal approach.
Read more →Extend SYARA with your own embedding models and matching algorithms. Register via YAML or the Python ConfigManager API.
Read more →Use perceptual hashing to identify near-duplicate malware screenshots, phishing logos, and malicious QR codes with the phash rule section.
Read more →Integrate GPT-4, Google Gemini, or local Ollama models into your detection pipeline for zero-day attack identification.
Read more →Best practices for minimizing API costs while maintaining high detection rates with multi-layered, cost-ordered rules.
Read more →Real-world analysis of detecting DAN mode and other jailbreak techniques across semantic similarity and LLM evaluation layers.
Read more →Share your own tutorials, case studies, or research with the community