Why an Android App is Classified as Malware? Towards Malware
Classification Interpretation

Why an Android App is Classified as Malware? Towards Malware Classification Interpretation

24 April 2020

Cuiyun Gao

Lingling Fan

Yang Liu

Michael R. Lyu

Papers citing "Why an Android App is Classified as Malware? Towards Malware Classification Interpretation"

10 / 10 papers shown

Title
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 68 2 0 14 Feb 2025
TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights Aiwei Liu Haoping Bai Zhiyun Lu Yanchao Sun Xiang Kong ... Albin Madappally Jose Xiaojiang Liu Lijie Wen Philip S. Yu Meng Cao 43 9 0 06 Oct 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 24 6 0 26 Jan 2024
SoK: Explainable Machine Learning for Computer Security Applications A. Nadeem D. Vos Clinton Cao Luca Pajola Simon Dieck Robert Baumgartner S. Verwer 25 40 0 22 Aug 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 17 30 0 19 Jul 2022
Deep Learning for Android Malware Defenses: a Systematic Literature Review Yue Liu C. Tantithamthavorn Li Li Yepang Liu AAML 25 77 0 09 Mar 2021
A Performance-Sensitive Malware Detection System Using Deep Learning on Mobile Devices Ruitao Feng Sen Chen Xiaofei Xie Guozhu Meng Shang-Wei Lin Yang Liu 20 102 0 11 May 2020
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,233 0 24 Jun 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,681 0 28 Feb 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015