
Artificial Intelligence and Security
JPM923
The course seeks to address the neglected uniqueness of machine learning and artificial intelligence generally in regards to security issues. There is a discernible research trend failing to distinguish that ML/AI systems differ significantly from past technological developments that influenced the security environment. To remedy the status quo, the course offers a principled approach towards the study of these emerging security phenomena which consists of technologically informed study. Specifically, the course will address the following areas: role of ML specifically and AI in general in relation to the key topics comprising security studies, basic functioning of machine learning, its alignment with human intentions and interests, concerns regarding fairness and bias of machine learning models, vulnerabilities in terms of adversarial attacks, issues pertaining to the deployment of machine learning models to the real world.
This course is opened for students prg.ai Minor only in summer semester due to capacity reasons.
Details
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FSV CUNI
FACULTY
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Summer
TERM
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Umělá inteligence a bezpečnost
OFFICIAL CZECH NAME
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https://is.cuni.cz/studium/predmety/index.php?do=predmet&kod=JPM923
OFFICIAL LINK IN CZECH
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Artificial Intelligence and Security
OFFICIAL ENGLISH NAME
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https://is.cuni.cz/studium/eng/predmety/index.php?do=predmet&kod=JPM923
OFFICIAL LINK IN ENGLISH
STILL SOME QUESTIONS?
Contact us at minor@prg.ai and we will get back to you shortly.
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FEE CTU
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Artificial Intelligence in Robotics
B4M36UIR/BE4M36UIR Winter
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Autonomous Robotics
B3M33ARO1/BE3M33ARO1 Summer
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Computer Vision Methods
B4M33MPV/BE4M33MPV Summer
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Functional Programming
B4B36FUP Summer
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Introduction to Artificial Intelligence
B4B36ZUI Summer
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Julia for optimization and learning
B0B36JUL Winter
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Pattern Recognition and Machine Learning
B4B33RPZ/BE5B33RPZ Winter
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FIT CTU
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FSV CUNI
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MFF CUNI
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Artificial Intelligence I
NAIL069 Winter
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Artificial Intelligence II
NAIL070 Summer
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Deep Learning
NPFL138 Summer
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Deep Reinforcement Learning
NPFL139 Summer
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Dialogue Systems
NPFL123 Summer
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Introduction to Artificial Intelligence
NAIL120 Summer
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Introduction to Machine Learning with Python
NPFL129 Winter
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Large Language Models
NPFL140 Summer
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Modern Algorithmic Game Theory
NOPT021 Winter
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Natural Language Processing
NPFL124 Summer
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