Quiz on Android Malware Detection

What is the primary focus of the survey on Android malware detection?

• Machine learning applications

• Android-specific challenges and solutions

• User privacy concerns

• General malware detection techniques

Which of the following is NOT a technique explored for Android malware detection?

• Static analysis

• Quantum analysis

• Dynamic analysis

• Hybrid analysis

What is a significant challenge in Android malware detection mentioned in the text?

• Insufficient app permissions

• High cost of detection tools

• Lack of user interest

• Dataset limitations

Which method is highlighted as effective for detecting polymorphic malware?

• Static analysis

• Heuristic analysis

• Dynamic analysis

• Signature-based detection

What role does machine learning play in malware detection?

• It is only used for static analysis

• It eliminates the need for detection

• It enhances detection accuracy

• It complicates the detection process

Which of the following is a method used in static analysis?

• Using sandbox environments

• Analyzing application code

• Tracking network traffic

• Monitoring runtime behavior

What is a key advantage of hybrid analysis?

• It is the simplest method

• It is only applicable to benign applications

• It combines static and dynamic techniques

• It requires no computational resources

Which technique is used to transform Android applications into visual representations?

• Image-based detection

• Static analysis

• Dynamic analysis

• Heuristic analysis

What is a common evasion technique used by malware?

• Open-source coding

• Regular updates

• User consent

• Data encryption

Which of the following is a limitation of machine learning in malware detection?

• High false positive rates

• Requires large datasets

• Requires minimal data

• Limited to static analysis