Projected Gradient Descent (PGD) | Adversarial Attack | Iterative FGSM скачать в хорошем качестве

Projected Gradient Descent (PGD) | Adversarial Attack | Iterative FGSM

Contents in this video: 1. What are adversarial examples or attacks and how to create those 2. What is Projected Gradient Descent (PGD) and how it can fool AI model to misclassify images 3. How a small change in the original image can trick the AI or ML model to misclassify image 4. Perturbations in AI model 5. PGD training process 6. Iterative FGSM 7. How PGD is different from FGSM About the playlist: I've started a new playlist on Generative AI. It will include everything about Generative AI, prompt engineering, tools like ChatGPT, Bard, MidJourney and many more with the technologies/ ML algorithms used, different types of generative models and their deep architecture with step by step code, details on transformers, Large Language models(LLMs) & even basics of Machine learning, deep learning, neural networks, Natural language processing & much more. Prerequisites required to learn this course: Your zeal to learn Basics of Python This course is for all: Beginners Intermediate Expert Beginners in Machine learning/ AI can also easily learn this course, as I will go through the basics to an advanced level. How is this course different: Includes not just prompts, it includes in-depth knowledge of Generative AI This course is important for all those who want to upskill This is in Hindi with English subtitles/ audio track, so everyone can easily understand it globally Complex algorithms explained with real-life examples My social links: Twitter:   / aparnasoneja   LinkedIn:   / aparna-35066b191   Queries: PGD (Projected Gradient Descent) Adversarial Attacks in Machine Learning Adversarial Examples Gradient-based attacks ML model vulnerability Neural network robustness Adversarial training Model security Deep learning security Machine learning safety FGSM v/s PGD explained What are adversarial attacks in ML How adversarial examples are generated Deep learning robustness tutorial AI model attack and defense Neural network fooling examples ML security vulnerabilities Improving model robustness Computer vision adversarial examples Image classification attack PGD Projected Gradient Descent Iterative method to create Adversarial examples Iterative FGSM Hash tags: #adversarialattacks #pgd #generativeadversarialnetworks #generativeai #generativemodels #deeplearning #deeplearningtutorial #largelanguagemodels #AI #machinelearning #artificialintelligence Thanks !!