A Multi-view Context-aware Approach to Android Malware Detection and
Malicious Code Localization

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A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization

6 April 2017

Mahinthan Chandramohan

Yang Liu

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Papers citing "A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization"

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Title
Explainable Android Malware Detection and Malicious Code Localization Using Graph Attention Merve Cigdem Ipek Sevil Sen 156 0 0 10 Mar 2025
Detecting Android Malware by Visualizing App Behaviors from Multiple Complementary Views Zhaoyi Meng Jiale Zhang Jiaqi Guo Wansen Wang Wenchao Huang Jie Cui Hong Zhong Yan Xiong AAML 48 1 0 08 Oct 2024
Leveraging LSTM and GAN for Modern Malware Detection Ishita Gupta Sneha Kumari Priya Jha Mohona Ghosh 25 7 0 07 May 2024
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 93 5 0 15 Mar 2024
DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android Bytecode Tiezhu Sun Kevin Allix Kisub Kim Xin Zhou Dongsun Kim David Lo Tegawende F. Bissyande Jacques Klein 119 13 0 12 Dec 2022
From Malware Samples to Fractal Images: A New Paradigm for Classification. (Version 2.0, Previous version paper name: Have you ever seen malware?) I. Zelinka Miloslav Szczypka J. Plucar Nikolay V. Kuznetsov 16 0 0 05 Dec 2022
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants Junjie Hu Mohammadreza Ebrahimi Weifeng Li Xin Li Hsinchun Chen AAML 40 2 0 25 Oct 2022
A framework for comprehensible multi-modal detection of cyber threats J. Kohout Cenek Skarda Kyrylo Shcherbin Martin Kopp J. Brabec 30 1 0 10 Nov 2021
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 76 65 0 18 Oct 2021
Advances In Malware Detection- An Overview Heena Center of excellence in cybersecurity 39 7 0 05 Apr 2021
Malware Detection and Analysis: Challenges and Research Opportunities Zahid Akhtar AAML 14 12 0 21 Jan 2021
Droidetec: Android Malware Detection and Malicious Code Localization through Deep Learning Zhuo Ma Haoran Ge Zhuzhu Wang Yang Liu Ximeng Liu 59 39 0 10 Feb 2020
Mobile App Privacy in Software Engineering Research: A Systematic Mapping Study Fahimeh Ebrahimi Miroslav Tushev Anas Mahmoud 29 33 0 08 Oct 2019
Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection Adarsh Kyadige Ethan M. Rudd Konstantin Berlin 24 7 0 16 May 2019
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications A. Narayanan C. Soh Lihui Chen Yang Liu Lipo Wang SSL 48 27 0 15 Sep 2018