Dark web Crawling dataset in text

This dataset accompanies the research manuscript titled:

“DarkWebAI: An Autonomous Framework for Dark Web Information Gathering Powered by Generative AI Threat Analysis”.

The dataset contains structured and semi-structured cybersecurity intelligence data collected and processed for research purposes in Cyber Threat Intelligence (CTI), dark web OSINT analysis, named entity recognition (NER), masked language modeling (MLM), and generative AI-assisted threat analysis.

Dataset components include:

MLM cybersecurity corpus

NER annotation dataset

Conversational cybersecurity data

Processed intelligence records for experimentation and evaluation

The dataset is intended strictly for academic research, reproducibility, and cybersecurity defense research purposes.

Sensitive information, personally identifiable data, and unsafe artifacts were excluded or sanitized prior to publication where applicable.