Professional Courses
Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.
Categories
Interactive Games
Fun, engaging games to boost memory, math fluency, typing speed, and English skills—perfect for learners of all ages.
Typing
Memory
Math
English Adventures
Knowledge
Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is robustness in machine learning?
💡 Hint: Consider what it means to be strong or resilient.
Question 2
Easy
Name one type of attack that threatens model robustness.
💡 Hint: Think about inputs that are misleading.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What does robustness in ML refer to?
- Maintaining accuracy despite attacks
- Speed of model training
- Size of the model
💡 Hint: Think about survival under pressure.
Question 2
True or False: Adversarial examples can appear normal to a human observer.
- True
- False
💡 Hint: Consider how our eyes might be tricked.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Design a hypothetical machine learning model that can withstand an adversarial attack. Discuss the key features that would enhance its robustness.
💡 Hint: Think about how to strengthen the model's defenses.
Question 2
Analyze the impact of model extraction on intellectual property. How could such attacks be mitigated in practice?
💡 Hint: Consider strategies to protect sensitive information.
Challenge and get performance evaluation