Essays about: "Android malware dataset"

Found 2 essays containing the words Android malware dataset.

1. 1. Android Malware Detection Using Machine Learning

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Rahul Sai Kesani; [2024]
   Keywords : Malware; Machine Learning; Random Forest; Sequential Neural Network.;

   Abstract : 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

3. 2. Studying the effectiveness of dynamic analysis for fingerprinting Android malware behavior

   University essay from Linköpings universitet/Databas och informationsteknik

   Author : Viktor Regard; [2019]
   Keywords : Android malware; dynamic analysis; droidbox; cuckoodroid; droidscope; mobsf; malware behavior; correlation; pearson correlation; cosine similarity; euclidean distance; chebyshev distance; mahalanobis distance; similarity analysis; static features; dynamic features; tf-idf; term frequency inverse document frequency; AMD; Android malware dataset; malware dataset; UpDroid; EC2;

   Abstract : 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