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Questions and Answers
What is a recursive network in the context of natural language processing?
What is a recursive network in the context of natural language processing?
- A type of neural network that processes input sequences in reverse order
- A type of neural network that uses only static features for analysis
- A generalization of a recurrent network that can handle more complex input structures (correct)
- A neural network that only processes input sequences once
Which AI method is used for detecting and classifying malware autonomously?
Which AI method is used for detecting and classifying malware autonomously?
- Deep Belief Networks (DBN) (correct)
- Static analysis
- Dynamic behaviors
- Random forests, naive Bayes, logistic regression, and support vector machine (SVMs)
What are static-based features in malware detection derived from?
What are static-based features in malware detection derived from?
- Installation log files
- Dynamic behaviors
- Call sequences to the API kernel
- Required permissions and sensitive APIs (correct)
What AI-based approach was used to detect malicious Android applications?
What AI-based approach was used to detect malicious Android applications?
Which AI method achieved the highest accuracy in malware detection?
Which AI method achieved the highest accuracy in malware detection?
What is the purpose of collecting data from DroidBox in malware detection?
What is the purpose of collecting data from DroidBox in malware detection?
What is the accuracy of a model that uses CNNs and RNNs to identify malware?
What is the accuracy of a model that uses CNNs and RNNs to identify malware?
What is the main challenge in defending against malware attacks?
What is the main challenge in defending against malware attacks?
What is a common method for extracting features from malware?
What is a common method for extracting features from malware?
What is the TPR of a DBN used for malware detection?
What is the TPR of a DBN used for malware detection?
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