Explainable machine learning for malware detection on android applications
C Palma, A Ferreira, M Figueiredo - Information, 2024 - mdpi.com
The presence of malicious software (malware), for example, in Android applications (apps),
has harmful or irreparable consequences to the user and/or the device. Despite the …
has harmful or irreparable consequences to the user and/or the device. Despite the …
A Dynamic Analysis Data Preprocessing Technique for Malicious Code Detection with TF-IDF and Sliding Windows
M Kim, H Kim - Electronics, 2024 - mdpi.com
When using dynamic analysis data to detect malware, time-series data such as API call
sequences are used to determine malicious activity through deep learning models such as …
sequences are used to determine malicious activity through deep learning models such as …