Reporting and explainers on dark-web activity, leak sites and underground cybercrime.
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Analyst posts on deep- and dark-web activity, threat actors and underground communities.
Dark-web intelligence company publishing monitoring, ransomware and underground-ecosystem analysis.
Reporting archive on dark-web crime, underground forums, data leaks and law-enforcement actions.
Analyst reporting on cybercrime marketplaces, underground actors, ransomware and stolen-data trends.
Intelligence analysis covering illicit communities, ransomware groups and underground online activity.
Intelligence reporting on cybercriminal groups, underground forums and ransomware operations.
A tag archive on Krebs on Security collecting posts about dark web topics. Entries cover the 2019 takedown of the Wall Street Market dark web bazaar, the disappearance of the Evolution Market in 2015, and stolen credit card shops. Each entry carries a publication date and reader comments.
A working paper by John Schriner that focuses on how researchers monitor the Dark Web. It defines onion services and Tor and discusses tools for monitoring and securing onion services.
An arXiv paper presenting a longitudinal analysis of the dark web cybercrime ecosystem. The authors analyze 25,065 websites using 11,403,638 HTML snapshots collected over six years, applying a topic-modeling framework with domain-specific embeddings, density-based clustering and temporal aggregation. The analysis identifies 55 thematic clusters and measures topic prevalence and lifecycle at the website level.
Hong Kong Transit 3D is an independent project presenting a real-time 3D schedule simulation of Hong Kong's trains, trams, buses, and ferries over real terrain. Vehicles move according to published frequencies and the Hong Kong clock, not GPS tracking. The map includes depth-true tunnels, a per-line underground cross-section view, and trilingual support.
Live Tube Map shows London Underground trains moving in real-time on an interactive 3D map, covering all lines including Central, Northern and Victoria. The page lets users right-click to orbit, zoom for buildings and hover for details.
DatPiff is a mixtape site for listening to and downloading free mixtapes, hip hop music, videos and underground releases. The site states that it is evolving beyond its website and app and has partnered with Archive.org to keep the library accessible while work on the next iteration is under way.
Insikt Group is the research unit of Recorded Future. It conducts research on cybercrime, state-sponsored threats and global issues, and supplies analyst-validated data, analytics and cyber and geopolitical intelligence to the Recorded Future Platform. Its resources include intelligence reports, threat briefings and information on threat actors.