Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Backdoor Attacks

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Computers
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11th - 12th Grade
•
Hard
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5 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is a backdoor in a deep neural network?
A method to improve model accuracy
A way to reduce model size
A technique to speed up model training
A hidden pattern that causes unexpected behavior with a specific trigger
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How is a backdoor created in a neural network?
By using a special trigger during training
By increasing the number of layers
By using a different activation function
By reducing the dataset size
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the first step in detecting backdoors in a model?
Reducing the model's parameters
Changing the model's architecture
Increasing the model's complexity
Finding the minimal trigger for misclassification
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which technique is used to detect outliers in the backdoor detection process?
Median Absolute Deviation (MAD)
Principal Component Analysis (PCA)
K-means Clustering
Linear Regression
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What indicates a significant outlier in the context of backdoor detection?
A low loss value
A large dataset size
An anomaly index larger than two
A high accuracy score
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