The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection

25 October 2024

Papers citing "The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection"

5 / 5 papers shown

Title
Continuous Learning for Android Malware Detection Yizheng Chen Zhoujie Ding David Wagner 47 35 0 08 Feb 2023
Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning Borja Molina-Coronado U. Mori A. Mendiburu J. Miguel-Alonso AAML 55 34 0 25 May 2022
On Impact of Semantically Similar Apps in Android Malware Datasets Roopak Surendran 39 4 0 05 Dec 2021
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 14 319 0 16 Dec 2018
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time Feargus Pendlebury Fabio Pierazzi Roberto Jordaney Johannes Kinder Lorenzo Cavallaro 19 354 0 20 Jul 2018