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DESCRIPTION:   'Title: Sold Out - Machine Learning for N00bs\n   When: Frid
 ay\, Aug 9\, 09:00 - 12:59 PDT\n   Where: Springhill Suites/Sands - [1]Map
 \n\n   Description:\n\n   Every technical product is now incorporating mac
 hine learning at an\n   explosive rate. But most people\, even those with 
 strong technical\n   skills\, don't understand how it works\, what its cap
 abilities are\, and\n   what security risks come with it. In this workshop
 \, we'll make machine\n   learning models using simple Python scripts\, tr
 ain them\, and evaluate\n   their worth. Projects include computer vision\
 , breaking a CAPTCHA\,\n   deblurring images\, regression\, and classifica
 tion tasks. We will\n   perform poisoning and evasion attacks on machine l
 earning systems\, and\n   implement deep neural rejection to block such at
 tacks. No experience\n   with programming or machine learning is required\
 , and the only\n   software required is a Web browser. We will use TensorF
 low on free\n   Google Colab cloud systems. All materials and challenges a
 re freely\n   available at samsclass.info\, and will remain available afte
 r the\n   workshop ends.\n\n   Speakers:Elizabeth Biddlecome\,Irvin Lemus\
 ,Kaitlyn Handelman\,Sam Bowne\n\n   SpeakerBio:  Elizabeth Biddlecome\n\n 
   Elizabeth Biddlecome is a consultant and instructor\, delivering\n   tec
 hnical training and mentorship to students and professionals. She\n   leve
 rages her enthusiasm for architecture\, security\, and code to\n   design 
 and implement comprehensive information security solutions for\n   busines
 s needs. Elizabeth enjoys wielding everything from soldering\n   irons to 
 scripting languages in cybersecurity competitions\,\n   hackathons\, and C
 TFs.\n\n   SpeakerBio:  Irvin Lemus\, Cyber Range Engineer at By Light IT\
 n   Professional Services\n\n   Irvin Lemus\, CISSP is a Cyber Range Engin
 eer at By Light IT\n   Professional Services\, training military personnel
  through\n   international cyber security exercises. Irvin has been in the
  field\n   since 2006\, involved with cybersecurity competitions since 201
 5 as a\n   trainer\, coach\, and mentor. He also has taught IT and Cyberse
 curity\n   courses at Coastline and Cabrillo Colleges. He is the BACCC Cyb
 er\n   Competitions Regional Coordinator\, Board member at Pacific Hackers
  and\n   is a speaker at DEFCON. He describes himself as\, "A professional
 \n   troublemaker who loves hacking all the things."\n\n   SpeakerBio:  Ka
 itlyn Handelman\, Offensive Security Engineer at Amazon\n\n   Kaitlyn Hand
 elman is an offensive security engineer at Amazon. Her\n   focus is cybers
 ecurity in space. In addition to traditional\n   penetration testing\, Kai
 tlyn works on physical devices and RF signals.\n   In her free time\, she 
 enjoys ham radio\, astronomy\, and her cat\,\n   Astrocat.\n\n   SpeakerBi
 o:  Sam Bowne\, Instructor at City College San Francisco\n\n   Sam Bowne h
 as been teaching computer networking and security classes\n   at City Coll
 ege San Francisco since 2000\, and is the founder of\n   Infosec Decoded\,
  Inc. He has given talks and hands-on trainings at\n   Black Hat USA\, RSA
 \, DEF CON\, DEF CON China\, HOPE\, and many other\n   conferences. Creden
 tials: PhD\, CISSP\, DEF CON Black Badge Co-Winner\n\n   '\n\n   1. #Sprin
 ghill_Full\n\n\n
DTEND:20240809T195900Z
DTSTART:20240809T160000Z
LOCATION:WS - Springhill Suites/Sands
SUMMARY:Sold Out - Machine Learning for N00bs
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