Essays about: "Android malware"
Showing result 1 - 5 of 10 essays containing the words Android malware.
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1. Android Malware Detection Using Machine Learning
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background. The Android smartphone, with its wide range of uses and excellent performance, has attracted numerous users. Still, this domination of the Android platform also has motivated the attackers to develop malware. The traditional methodology which detects the malware based on the signature is unfit to discover unknown applications. READ MORE
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2. Formally Verifying the Robustness of Machine Learning Models : A Comparative Study
University essay from Linköpings universitet/Programvara och systemAbstract : Machine learning models have become increasingly popular in recent years, and not without reason. They enable software to become more powerful, and with less human involvement. As a consequence however, the actions of the software are hard for a human to understand and anticipate. READ MORE
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3. Studying the effectiveness of dynamic analysis for fingerprinting Android malware behavior
University essay from Linköpings universitet/Databas och informationsteknikAbstract : Android is the second most targeted operating system for malware authors and to counter the development of Android malware, more knowledge about their behavior is needed. There are mainly two approaches to analyze Android malware, namely static and dynamic analysis. READ MORE
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4. Improving smartphone security with remote attestation
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Smartphones are becoming increasingly powerful and useful in a work environment. This has led to their adoption at the workplace. Many companies hand out smartphones to their employees and allow employees to bring their own devices to work. There are multiple potential vulnerabilities with such a situation. READ MORE
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5. Intrusion Detection System for Android : Linux Kernel System Salls Analysis
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Smartphones provide access to a plethora of private information potentially leading to financial and personal hardship, hence they need to be well protected. With new Android malware obfuscation and evading techniques, including encrypted and downloaded malicious code, current protection approaches using static analysis are becoming less effective. READ MORE