BEGIN:VCALENDAR
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VERSION:2.0
CALSCALE:GREGORIAN
BEGIN:VEVENT
UID:c0903b64-4730-4e80-932b-231947617e4d
DTSTAMP:20260420T203521Z
SUMMARY:Ambly\, the Smart Darknet Spider 
DESCRIPTION:Title: Ambly\, the Smart Darknet Spider\n\nDescription:\nCombat
 ing cybercriminal activity requires quick turnover time between detecting 
 indicators of attack and moving to protect or remediate the malicious acti
 vity. Currently\, investigations slow down at the bottleneck of manual lab
 or required to identify and evaluate cyber threat intelligence before maki
 ng an actionable decision. While this can be an issue on the Clearnet\, it
  becomes a more difficult problem for analysts on the Darknet. This leaves
  cybersecurity analysts in a position of constant responsiveness\, rather 
 than endorsing a position of preemptive protection.\n\nTo minimize the nee
 d for manual labor in the triage stage of cyber threat intelligence identi
 fication and preliminary evaluation on the darknet\, Ambly\, a smart darkn
 et spider\, is currently under development. Utilizing this tool will help 
 identify darknet webpages containing cyber threat intelligence and produce
  a report ranking webpages for further human evaluation.\n\nAmbly is a too
 l designed for interacting with the Tor network\, hosted by the Tor Projec
 t. By connecting to the onion routers\, Ambly is able to access ‘.onion
 ’ URLs and begin crawling while gathering information. During the develo
 pment cycle for Ambly\, further layers of machine-learning modules are bei
 ng added\, including Natural Language Processing (NLP) classifications\, l
 anguage identification\, and leading toward further development into cyber
  threat intelligence identification. This is an ongoing and dynamic resear
 ch endeavor with future updates eminent.\nMain Talking Points:\n- OSINT in
 to CTI\n- Difficulties of CTI on the Darknet\n- Ambly’s current abilitie
 s for intelligence gathering.\n- The future of Ambly and Darknet CTI.\n\nS
 peaker(s): Levi\n\nLocation: Recon Vlg\n\nDiscord: https://discord.com/cha
 nnels/708208267699945503/732733566051418193\n\nEvent starts: 2020-08-08 13
 :00 (01:00 PM) PDT (UTC -07:00)\n\nEvent ends: 2020-08-08 13:45 (01:45 PM)
  PDT (UTC -07:00)\n\nFor the most up-to-date information\, please either v
 isit https://info.defcon.org\, or use HackerTracker\, which is available f
 or iOS and Android. This is an automated message\, and this data was last 
 modified 2020-08-05T23:34 (UTC).
URL:https://forum.defcon.org/node/234607
DTSTART:20200808T210000Z
DTEND:20200808T214501Z
LOCATION:Recon Vlg
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