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  3. 1705.04448
  4. Cited By
R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD
  Malware Detections
v1v2v3v4v5 (latest)

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

12 May 2017
Hsien-De Huang
Hung-Yu kao
    AAML
ArXiv (abs)PDFHTML

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

28 / 28 papers shown
Signal-Based Malware Classification Using 1D CNNs
Signal-Based Malware Classification Using 1D CNNs
Jack Wilkie
Hanan Hindy
I. Andonovic
Christos Tachtatzis
Robert C. Atkinson
242
0
0
08 Sep 2025
The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection
The Impact of Train-Test Leakage on Machine Learning-based Android Malware Detection
Guojun Liu
Doina Caragea
Xinming Ou
Sankardas Roy
FedML
342
2
0
25 Oct 2024
A Visualized Malware Detection Framework with CNN and Conditional GAN
A Visualized Malware Detection Framework with CNN and Conditional GAN
Fang Wang
H. A. Hamadi
Ernesto Damiani
235
7
0
22 Sep 2024
Android Malware Detection Based on RGB Images and Multi-feature Fusion
Android Malware Detection Based on RGB Images and Multi-feature Fusion
Zhiqiang Wang
Qiulong Yu
Sicheng Yuan
208
7
0
29 Aug 2024
DetectBERT: Towards Full App-Level Representation Learning to Detect
  Android Malware
DetectBERT: Towards Full App-Level Representation Learning to Detect Android MalwareInternational Symposium on Empirical Software Engineering and Measurement (ESEM), 2024
Tiezhu Sun
N. Daoudi
Kisub Kim
Kevin Allix
Tegawende F. Bissyande
Jacques Klein
300
11
0
29 Aug 2024
AppPoet: Large Language Model based Android malware detection via
  multi-view prompt engineering
AppPoet: Large Language Model based Android malware detection via multi-view prompt engineering
Wenxiang Zhao
Juntao Wu
Zhaoyi Meng
AAML
206
55
0
29 Apr 2024
Unraveling the Key of Machine Learning-based Android Malware Detection
Unraveling the Key of Machine Learning-based Android Malware Detection
Jiahao Liu
Jun Zeng
Fabio Pierazzi
Lorenzo Cavallaro
Zhenkai Liang
Zhenkai Liang
AAML
223
14
0
05 Feb 2024
LaFiCMIL: Rethinking Large File Classification from the Perspective of
  Correlated Multiple Instance Learning
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance LearningInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2023
Tiezhu Sun
Weiguo Pian
N. Daoudi
Kevin Allix
Tegawende F. Bissyande
Jacques Klein
482
4
0
30 Jul 2023
DexBERT: Effective, Task-Agnostic and Fine-grained Representation
  Learning of Android Bytecode
DexBERT: Effective, Task-Agnostic and Fine-grained Representation Learning of Android BytecodeIEEE Transactions on Software Engineering (TSE), 2022
Tiezhu Sun
Kevin Allix
Kisub Kim
Xin Zhou
Dongsun Kim
David Lo
Tegawende F. Bissyande
Jacques Klein
345
22
0
12 Dec 2022
A two-steps approach to improve the performance of Android malware
  detectors
A two-steps approach to improve the performance of Android malware detectors
N. Daoudi
Kevin Allix
Tegawende F. Bissyande
Jacques Klein
AAML
200
4
0
17 May 2022
Malceiver: Perceiver with Hierarchical and Multi-modal Features for
  Android Malware Detection
Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection
Niall McLaughlin
169
3
0
12 Apr 2022
Can We Leverage Predictive Uncertainty to Detect Dataset Shift and
  Adversarial Examples in Android Malware Detection?
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
351
20
0
20 Sep 2021
Deep Learning for Android Malware Defenses: a Systematic Literature
  Review
Deep Learning for Android Malware Defenses: a Systematic Literature ReviewACM Computing Surveys (CSUR), 2021
Yue Liu
Chakkrit Tantithamthavorn
Li Li
Yepang Liu
AAML
356
107
0
09 Mar 2021
Towards interpreting ML-based automated malware detection models: a
  survey
Towards interpreting ML-based automated malware detection models: a survey
Yuzhou Lin
Xiaolin Chang
342
8
0
15 Jan 2021
Using Deep Neural Network for Android Malware Detection
Using Deep Neural Network for Android Malware Detection
Abdelmonim Naway
Yuancheng Li
224
16
0
16 Jan 2019
Deep Learning for Anomaly Detection: A Survey
Deep Learning for Anomaly Detection: A Survey
Raghavendra Chalapathy
Sanjay Chawla
AI4TS
795
1,756
0
10 Jan 2019
A Review on The Use of Deep Learning in Android Malware Detection
A Review on The Use of Deep Learning in Android Malware Detection
Abdelmonim Naway
Yuancheng Li
150
58
0
26 Dec 2018
ATMPA: Attacking Machine Learning-based Malware Visualization Detection
  Methods via Adversarial Examples
ATMPA: Attacking Machine Learning-based Malware Visualization Detection Methods via Adversarial Examples
Xinbo Liu
Jiliang Zhang
Yaping Lin
He Li
AAML
313
61
0
05 Aug 2018
Hunting the Ethereum Smart Contract: Color-inspired Inspection of
  Potential Attacks
Hunting the Ethereum Smart Contract: Color-inspired Inspection of Potential Attacks
TonTon Hsien-De Huang
159
66
0
05 Jul 2018
A Survey on the Security of Blockchain Systems
A Survey on the Security of Blockchain Systems
Xiaoqi Li
Peng Jiang
Ting Chen
Xiapu Luo
Shirui Pan
270
1,563
0
20 Feb 2018
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware
Adversarial Deep Learning for Robust Detection of Binary Encoded Malware
Abdullah Al-Dujaili
Alex Huang
Erik Hemberg
Una-May O’Reilly
AAML
551
205
0
09 Jan 2018
TensorFlow: A system for large-scale machine learning
TensorFlow: A system for large-scale machine learning
Martín Abadi
P. Barham
Jianmin Chen
Zhiwen Chen
Andy Davis
...
Vijay Vasudevan
Pete Warden
Martin Wicke
Yuan Yu
Xiaoqiang Zhang
GNNAI4CE
1.2K
19,463
0
27 May 2016
Deep Residual Learning for Image Recognition
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
4.2K
225,080
0
10 Dec 2015
Rethinking the Inception Architecture for Computer Vision
Rethinking the Inception Architecture for Computer Vision
Christian Szegedy
Vincent Vanhoucke
Sergey Ioffe
Jonathon Shlens
Z. Wojna
3DVBDL
2.0K
30,595
0
02 Dec 2015
Character-level Convolutional Networks for Text Classification
Character-level Convolutional Networks for Text Classification
Xiang Zhang
Jiaqi Zhao
Yann LeCun
1.0K
6,894
0
04 Sep 2015
Deep Neural Network Based Malware Detection Using Two Dimensional Binary
  Program Features
Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program FeaturesInternational Conference on Malicious and Unwanted Software (ICMUS), 2015
Joshua Saxe
Konstantin Berlin
402
689
0
13 Aug 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition
Very Deep Convolutional Networks for Large-Scale Image RecognitionInternational Conference on Learning Representations (ICLR), 2014
Karen Simonyan
Andrew Zisserman
FAttMDE
4.0K
110,590
0
04 Sep 2014
Network In Network
Network In NetworkInternational Conference on Learning Representations (ICLR), 2013
Min Lin
Qiang Chen
Shuicheng Yan
1.9K
6,644
0
16 Dec 2013
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