Developer, Threat Intelligence Extraction Tool
OtherTextEntity Ner Classification
Developed an automated cyber threat intelligence (CTI) extraction tool that processed threat reports and extracted Indicators of Compromise (IoCs) using NLP and regex. Utilized the MITRE ATT&CK framework to map and classify threat actor techniques and tactics. Structured the extracted data into JSON format for SIEM ingestion and integrated external reputation scoring APIs.
• Applied regex and NLP for named entity recognition on cyber threat documents.
• Integrated automated enrichment of IoCs using VirusTotal API.
• Generated structured datasets for cybersecurity AI pipelines and analytics.
• Ensured high label quality and standardization for downstream ML model use.
Developed an automated cyber threat intelligence (CTI) extraction tool that processed threat reports and extracted Indicators of Compromise (IoCs) using NLP and regex. Utilized the MITRE ATT&CK framework to map and classify threat actor techniques and tactics. Structured the extracted data into JSON format for SIEM ingestion and integrated external reputation scoring APIs. • Applied regex and NLP for named entity recognition on cyber threat documents. • Integrated automated enrichment of IoCs using VirusTotal API. • Generated structured datasets for cybersecurity AI pipelines and analytics. • Ensured high label quality and standardization for downstream ML model use.
Not specified