Robin The Archaeologist of the Dark Web
Apurv Singh Gautam
Recon Village @ DEF CON 33 · Day 1 · Recon Village
In an era where cybercrime increasingly leverages the **dark web** for illicit activities, the ability to efficiently gather intelligence from these clandestine corners of the internet has become a critical necessity for cybersecurity professionals. Apurv Singh Gautam, a Senior Threat Research Analyst at Cyber, presented "Robin The Archaeologist of the Dark Web" at Recon Village, introducing an innovative **AI-powered dark web OSINT tool** designed to streamline and automate this often-arduous process. The talk highlighted the limitations of existing, fragmented OSINT tools and proposed a unified solution that integrates searching, filtering, scraping, and analysis into a single, cohesive workflow.
AI review
Robin is a competent tooling talk that solves a real analyst pain point — consolidating fragmented dark web OSINT workflows into a single LLM-orchestrated pipeline. The work is genuine, the demo is functional, and the prompt engineering decisions (index-based filtering to suppress hallucinations) show the speaker actually built and iterated on this thing. Nothing here will redefine the field, but it's honest practitioner work presented clearly.