About the course
We’ll cover the basics of DNN (Deep Neural Networks) with a focus on vulnerabilities. Participants will benefit greatly from prior AI knowledge (including conventional methods like random forests and DNNs).
Who do we recommend the course to?
Agenda
Background:
Introduction to DNNs, layers, activations
How layers collapse
UAT and the limitations of AI
Transfer learning
Whitebox Attacks:
Assumptions
Weight modifications
Data poisoning
White-box transfer poisoning
Buffer overflow
MITM (Man-In-The-Middle)
Knowledge distillation
Blackbox Attacks:
Model extraction
Adversarial examples
Trainer
Our instructors are outstanding professionals in their fields, delivering knowledge through years of experience and practice-oriented training. They provide expertise that allows our participants to enjoy continuous development and growth.
Interested in our tailored corporate training?
Are you seeking education for an entire development team? Perhaps you’re interested in other technologies? Get in touch with us, and we’ll send you a customized proposal designed to meet your company’s needs and knowledge levels, featuring unique topics and schedules.
Companies who trust us
That’s why you should choose us!
We develop our IT training programs agilely, tailored to the latest technological demands, with a practical orientation and based on continuous feedback, serving both individuals and companies.
Our professional team boasts world-class developer experience. Our instructors come from the corporate sector, and when designing our curriculum, we always prioritize market demands. For personalized training, following a free needs assessment, we craft a unique syllabus and schedule tailored to your company’s needs and knowledge levels. We offer results-oriented solutions that align with our partners’ business objectives at all times. It is our mission to impart IT knowledge and a mindset that our students can joyfully apply to enrich their personal development.
Information
Gábor Laczkó
gabor.laczko@stylersgroup.com
+36 (20) 416 – 1932
Orsolya Jagos
orsolya.jagos@stylersgroup.com
+36 (30) 705 – 0973