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BACHELOR THESISDominik SMR
Feature extraction from Android
application packages and its usage in
machine learning for malware
classification
Computer Science Institute of Charles UniversitySupervisor
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How to fill out feature extraction from android

How to fill out feature extraction from android
01
Open the Android application that you want to extract features from.
02
Identify the specific features that you want to extract from the application.
03
Create a new Java class that will handle the feature extraction process.
04
In the Java class, import the necessary libraries for feature extraction.
05
Implement the necessary methods and logic to extract the desired features.
06
Test the feature extraction process and make sure it is working correctly.
07
Once the feature extraction is complete, save the extracted features to a file or database for further analysis or use.
Who needs feature extraction from android?
01
Feature extraction from Android can be useful for various purposes, such as:
02
- Researchers or data scientists who need to analyze and model the behavior of Android applications.
03
- Security experts who want to identify and analyze potential malicious or suspicious features in Android apps.
04
- App developers who want to extract specific features from other applications for integration or comparison purposes.
05
- Companies or organizations that need to extract useful information from Android applications for market research or competitive analysis.
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What is feature extraction from android?
Feature extraction from android is the process of identifying and gathering key information from an android device for forensic analysis.
Who is required to file feature extraction from android?
Law enforcement agencies and forensic investigators are required to file feature extraction from android.
How to fill out feature extraction from android?
Feature extraction from android can be filled out by using specialized software tools to extract data from the device and generate a report.
What is the purpose of feature extraction from android?
The purpose of feature extraction from android is to collect digital evidence for investigations and court proceedings.
What information must be reported on feature extraction from android?
Information such as call logs, text messages, emails, photos, videos, and app data must be reported on feature extraction from android.
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