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PRODID:Data::ICal 0.24
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DESCRIPTION:   'Title: Machine Learning for N00bs (Pre-Registration Require
 d)\n   When: Friday\, Aug 11\, 14:00 - 17:59 PDT\n   Where: Flamingo - Exe
 c Conf Ctr - Foyer - Workshop Checkin - [1]Map\n   Speakers:Elizabeth Bidd
 lecome\,Irvin Lemus\,Kaitlyn Handelman\,Sam Bowne\n\n   SpeakerBio:Elizabe
 th Biddlecome\n   Elizabeth Biddlecome is a consultant and instructor\, de
 livering\n   technical training and mentorship to students and professiona
 ls. She\n   leverages her enthusiasm for architecture\, security\, and cod
 e to\n   design and implement comprehensive information security solutions
  for\n   business needs. Elizabeth enjoys wielding everything from solderi
 ng\n   irons to scripting languages in cybersecurity competitions\,\n   ha
 ckathons\, and CTFs.\n\n   SpeakerBio:Irvin Lemus\n   Irvin Lemus\, CISSP 
 is a Cyber Range Engineer at By Light IT\n   Professional Services\, train
 ing military personnel through\n   international cyber security exercises.
  Irvin has been in the field\n   since 2006\, involved with cybersecurity 
 competitions since 2015 as a\n   trainer\, coach\, and mentor. He also has
  taught IT and Cybersecurity\n   courses at Coastline and Cabrillo College
 s. He is the BACCC Cyber\n   Competitions Regional Coordinator\, Board mem
 ber at Pacific Hackers and\n   is a speaker at DEFCON. He describes himsel
 f as\, "A professional\n   troublemaker who loves hacking all the things."
 \n\n   SpeakerBio:Kaitlyn Handelman \, Offensive Security Engineer at Amaz
 on\n   Kaitlyn Handelman is an offensive security engineer at Amazon. Her\
 n   focus is cybersecurity in space. In addition to traditional\n   penetr
 ation testing\, Kaitlyn works on physical devices and RF signals.\n   In h
 er free time\, she enjoys ham radio\, astronomy\, and her cat\,\n   Astroc
 at.\n\n   SpeakerBio:Sam Bowne \, Founder at Infosec Decoded\, Inc\n   Sam
  Bowne has been teaching computer networking and security classes\n   at C
 ity College San Francisco since 2000\, and is the founder of\n   Infosec D
 ecoded\, Inc. He has given talks and hands-on trainings at\n   Black Hat U
 SA\, RSA\, DEF CON\, DEF CON China\, HOPE\, and many other\n   conferences
 .\n\n   Credentials: PhD\, CISSP\, DEF CON Black Badge Co-Winner\n\n\n   D
 escription:\n   Every technical product is now incorporating machine learn
 ing at an\n   explosive rate. But most people\, even those with strong tec
 hnical\n   skills\, don't understand how it works\, what its capabilities 
 are\, and\n   what security risks come with it. In this workshop\, we'll m
 ake machine\n   learning models using simple Python scripts\, train them\,
  and evaluate\n   their value. Projects include computer vision\, breaking
  a CAPTCHA\,\n   deblurring images\, regression\, and classification tasks
 . We will\n   perform poisoning and evasion attacks on machine learning sy
 stems\, and\n   implement deep neural rejection to block such attacks.\n\n
    No experience with programming or machine learning is required\, and\n 
   the only software required is a Web browser. We will use TensorFlow on\n
    free Google Colab cloud systems.\n\n   All materials and challenges are
  freely available at samsclass.info\,\n   and will remain available after 
 the workshop ends.\n\n   Skill Level: Beginner\n\n   Prerequisites for stu
 dents:\n   - None\n\n   Materials or Equipment students will need to bring
  to participate: - A\n   computer with a Web browser\n\n   '\n\n   1. #Fla
 mingoLowerLevel\n\n\n
DTEND:20230812T005900Z
DTSTART:20230811T210000Z
LOCATION:WS - Flamingo - Exec Conf Ctr - Foyer - Workshop Checkin
SUMMARY:Machine Learning for N00bs (Pre-Registration Required)
END:VEVENT
END:VCALENDAR