R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections

12 May 2017

Papers citing "R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections"

9 / 9 papers shown

Title
A Visualized Malware Detection Framework with CNN and Conditional GAN Fang Wang H. A. Hamadi Ernesto Damiani 37 2 0 22 Sep 2024
Unraveling the Key of Machine Learning Solutions for Android Malware Detection Jiahao Liu Jun Zeng Fabio Pierazzi Lorenzo Cavallaro Zhenkai Liang AAML 26 8 0 05 Feb 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 29 12 0 12 Dec 2022
Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection Niall McLaughlin 30 2 0 12 Apr 2022
Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection? Deqiang Li Tian Qiu Shuo Chen Qianmu Li Shouhuai Xu AAML 80 12 0 20 Sep 2021
Deep Learning for Android Malware Defenses: a Systematic Literature Review Yue Liu C. Tantithamthavorn Li Li Yepang Liu AAML 35 77 0 09 Mar 2021
Using Deep Neural Network for Android Malware Detection Abdelmonim Naway Yuancheng Li 14 14 0 16 Jan 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware Abdullah Al-Dujaili Alex Huang Erik Hemberg Una-May O’Reilly AAML 25 186 0 09 Jan 2018