AI Framework 0-CTI Enhances Cyber Threat Intelligence Extraction
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🧠✨ Introduction of 0-CTI: A Scalable AI Framework for Cyber Threat Intelligence Extraction. The paper presents 0-CTI, an innovative AI-driven framework designed to enhance Cyber Threat Intelligence (CTI) Information Extraction by utilizing advanced Natural Language Processing techniques. Unlike traditional models that require extensive annotated datasets, 0-CTI operates effectively in both supervised and zero-shot learning scenarios, allowing for data-independent extraction of cyber ontologies from CTI reports. This modular framework not only improves performance in low-resource environments but also aligns its outputs with the Structured Threat Information Expression (STIX) format, facilitating better communication and collaboration in cybersecurity efforts. The development of 0-CTI marks a significant advancement in the field, addressing the challenges posed by dispersed and varied data formats in CTI.
