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DESCRIPTION:   'Title: AI-assisted RF Hacking with GNU Radio\n   Tags: Radi
 o Frequency Village | Creator Talk/Panel\n   When: Friday\, Aug 7\, 15:30 
 - 16:25 PDT\n   Where: LVCCW Level 1 Hall 1 409 (Radio Frequency Village) 
 - [1]Map\n\n   Description:\n\n   Software defined radios have lowered the
  barrier to RF\n   experimentation\, but GNU Radio still requires a workin
 g knowledge of\n   blocks\, port types\, sample rates\, hardware drivers\,
  and connection\n   rules. This talk presents an AI-assisted GNU Radio des
 ign system that\n   lets a user describe an RF task in natural language\, 
 then uses a large\n   language model to build\, validate\, and organize th
 e resulting\n   flowgraph through structured tool calls.\n\n   Direct LLM-
 generated GNU Radio code often looks plausible but fails in\n   practice. 
 Blocks may be incompatible\, parameters may be invalid\,\n   connections m
 ay not match\, and visual flowgraphs may be arranged in\n   ways that make
  them difficult to inspect or modify. This system\n   addresses those prob
 lems by exposing GNU Radio through validated tools\n   for block discovery
 \, hardware detection\, flowgraph creation\, parameter\n   configuration\,
  connection management\, layout\, and code generation.\n   Before producin
 g the final design\, it checks port types\, stream and\n   message domains
 \, vector lengths\, and incompatible signal paths. When\n   blocks cannot 
 be connected directly\, it recommends the required\n   conversion blocks i
 nstead of generating a broken flowgraph.\n\n   This presentation will show
  the system live through practical SDR and\n   RF security workflows. The 
 goal is to make GNU Radio flowgraph\n   development faster to use when exp
 loring wireless systems\, validating\n   assumptions\, and moving from an 
 RF idea to a working flowgraph.\n\n   SpeakerBio:  Erwin Karincic (Dollarh
 yde)\n\n   Erwin is an experienced security researcher specializing in bot
 h\n   hardware and software reverse engineering\, binary analysis\, and\n 
   exploit development across a range of processor architectures. He has\n 
   notable experience in implementing complex Radio Frequency (RF)\n   wave
 forms using Software Defined Radios (SDRs) for cybersecurity\n   applicati
 ons\, complemented by his proficiency in designing\,\n   simulating\, and 
 fabricating antennas tailored for such applications.\n   His past work inc
 ludes extensive TCP/IP networking experience\,\n   designing worldwide sec
 ure communication systems. Erwin holds a number\n   of prestigious certifi
 cations\, including OSCP\, OSCE\, OSWE\, OSEE\, and\n   CCIE Enterprise In
 frastructure.\n\n   Links:\n       Github - [2]https://github.com/Dollarhy
 de/gr-mcp\n   '\n\n   1. #LVCCW_Level1_Hall1\n   2. https://github.com/Dol
 larhyde/gr-mcp\n\n\n
DTEND:20260807T232500Z
DTSTART:20260807T223000Z
LOCATION:Radio Frequency Village - LVCCW Level 1 Hall 1 409 (Radio Frequenc
 y Village)
SUMMARY:AI-assisted RF Hacking with GNU Radio
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