En 2023, @S2w présente DarkBert, une IA entrainée à partir de données centrées sur le darknet. Il s'agit d'analyser les comportements et activités qui s'y réfèrent.
L'information a largement tourné dans les médias spécialisés.

huggingface

• Insall/deploy  :
  
  https://huggingface.co/s2w-ai/DarkBERT

Articles à ce sujet (paper) :

• DarkBERT, the first Darkweb-trained AI | S2W
  ↳ https://s2wjapan.com/en_darkbert/
  ↳ https://s2w.inc/en/technology/tc01

• [2305.08596] DarkBERT: A Language Model for the Dark Side of the Internet
  ↳ https://arxiv.org/abs/2305.08596
  ↳ images :
  

  
  ↳ Typologie de sites (catégories)
  

  
  ↳ Detection de sites dédiés aux Ransonware

The researchers’ objective with DarkBERT was to surpass the capabilities of existing language models and create an AI tool that could aid cybersecurity professionals, law enforcement agencies, and threat researchers in combating cybercrime on the Dark Web.
DarkBERT, based on the RoBERTa architecture, leverages the power of AI to navigate the Dark Web. To train DarkBERT, the researchers meticulously crawled the Dark Web using the Tor network and curated a database of dark web content.
DarkBERT has been fed approximately 6.1 million pages found on the dark web as part of its large-scale pretraining on texts in English.

DarkBERT: Enhancing Cybersecurity Efforts on the Dark Web
↳ https://hackread.com/darkbert-ai-dark-web-cybersecurity/

• [Part1] Getting to know DarkBERT: A Language Model for the Dark Side of the Internet | by S2W | S2W BLOG | Medium
  ↳ https://medium.com/s2wblog/part1-getting-to-know-darkbert-a-language-model-for-the-dark-side-of-the-internet-7c4c178faf3d

• DarkBERT: A New AI Trained Exclusively on the Dark Web
  ↳ https://cybersecuritynews.com/darkbert-ai/

Vidéos :

• [Demo] S2W's darkweb ChatGPT, DarkCHAT💥(Associated with XARVIS) - YouTube
  ↳ https://www.youtube.com/watch?v=ZMr1UZgnHsE

• Voici le CHATGPT du DARK WEB (pas de panique) - YouTube
  ↳ https://www.youtube.com/watch?v=Z_69B-rLnJo