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SUMMARY:Machine Learning Security and Privacy Summer School
DTSTART:20260701T070000Z
DTEND:20260703T150000Z
DTSTAMP:20260811T224100Z
UID:indico-event-9@indico.upb.ro
DESCRIPTION:Speakers: Razvan Victor RUGHINIS (POLITEHNICA București)\n\nM
 achine Learning Security and Privacy Summer School\n\nJoin us for the 3rd 
 Machine Learning Security and Privacy Summer School. Machine learning arch
 itectures impact everyone's lives\, whether they are aware of it or not. T
 his intensive program aims to introduce students to the risks associated w
 ith developing novel machine learning architectures focused solely on achi
 eving the best accuracy\, regardless of the potential dangers. Participant
 s will enhance their knowledge of machine learning architectures\, the thr
 eats they face\, and the protective measures that can be employed to count
 eract these attacks.\nCourse Overview:\nThe Machine Learning Security and 
 Privacy Summer School will educate students on the vulnerabilities of mach
 ine learning architectures\, including jailbreaking\, data stealth\, GenAI
  worms\, and physical attacks. The course will also cover practical defens
 e mechanisms to safeguard the privacy and security of these architectures.
  Participants will engage in hands-on activities and interactive discussio
 ns. No prior knowledge of artificial intelligence is required.\nDay 1:\n\n
 Adversarial Attacks\nDemo\n\nJailbreaking & Prompt Injection\n\n\nDemo\n\n
 \nDay 2:\n\n\nIntroduction to Machine Learning\n\n\nExploratory Data Analy
 sis (EDA)\n\n\nTraining and Evaluating ML Models\n\n\nNeural Networks\n\n\
 nModel Interpretability and Adversarial Attacks\n\n\nDay 3:\n\n\nData Ano
 nymizations\n\n\nPrivacy Preserving Architectures\n\n\nAttacks on Machine 
 Learning Architectures\n\n\nHow to jailbreak a LLM?\n\n\nYou can find the 
 courses and technical demos here: Machine Learning Security and Privacy S
 ummer School Courses.\nRegister for Machine Learning Security and Privacy 
 Summer School before June 10th.\n \n\n\nhttps://indico.upb.ro/event/9/
LOCATION:ED011 (Politehnica Bucuresti)
URL:https://indico.upb.ro/event/9/
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