Works matching Malware

Results: 3958

Using Reverse Engineering to Face Malware.

Published in:

Ingeniería Solidaria, 2019, v. 15, n. 28, p. 1, doi. 10.16925/2357-6014.2019.02.02

By:

Sánchez Venegas, Carlos Andrés;
Bedoya, Camilo Aguado;
Díaz López, Daniel Orlando;
García Ruiz, Juan Carlos Camilo

Publication type:

Article

Kötü Amaçlı Yazılım Tespiti için Makine Öğrenmesi Algoritmalarının Kullanımı.

Published in:

Duzce University Journal of Science & Technology, 2024, v. 12, n. 1, p. 307, doi. 10.29130/dubited.1287453

By:

TÜFEKCİ, Pınar;
ÖNAL, Çetin Mutlu

Publication type:

Article

MALWARE AND ANTI-MALWARE BASELINE: AN INDUCTIVE STUDY OF GHANAIAN MICROFINANCE COMPANIES.

Published in:

Information Technologist, 2020, v. 17, n. 1, p. 127

By:

Danquah, Paul Asante

Publication type:

Article

Detection of Different Windows PE Malware Using Machine Learning Methods.

Published in:

Journal of Polytechnic, 2023, v. 26, n. 3, p. 1185, doi. 10.2339/politeknik.1207704

By:

KOÇAK, Aynur;
SÖĞÜT, Esra;
ALKAN, Mustafa;
ERDEM, O. Ayhan

Publication type:

Article

Incorporating known malware signatures to classify new malware variants in network traffic.

Published in:

International Journal of Network Management, 2015, v. 25, n. 6, p. 471, doi. 10.1002/nem.1913

By:

Ismail, Ismahani;
Marsono, Muhammad Nadzir;
Khammas, Ban Mohammed;
Nor, Sulaiman Mohd

Publication type:

Article

A Comprehensive Survey on Machine Learning Techniques for Android Malware Detection.

Published in:

Information (2078-2489), 2021, v. 12, n. 5, p. 185, doi. 10.3390/info12050185

By:

Kouliaridis, Vasileios;
Kambourakis, Georgios;
Ntantogian, Christoforos

Publication type:

Article

Malware Detection Based on Code Visualization and Two-Level Classification.

Published in:

Information (2078-2489), 2021, v. 12, n. 3, p. 118, doi. 10.3390/info12030118

By:

Moussas, Vassilios;
Andreatos, Antonios;
Srinivasan, Avinash;
Zubiaga, Arkaitz

Publication type:

Article

A Hybrid Approach for Android Malware Detection and Family Classification.

Published in:

International Journal of Interactive Multimedia & Artificial Intelligence, 2021, v. 6, n. 6, p. 174, doi. 10.9781/ijimai.2020.09.001

By:

Dhalaria, Meghna;
Gandotra, Ekta

Publication type:

Article

VisDroid: Android malware classification based on local and global image features, bag of visual words and machine learning techniques.

Published in:

Neural Computing & Applications, 2021, v. 33, n. 8, p. 3133, doi. 10.1007/s00521-020-05195-w

By:

Bakour, Khaled;
Ünver, Halil Murat

Publication type:

Article

An improved Android malware detection scheme based on an evolving hybrid neuro-fuzzy classifier (EHNFC) and permission-based features.

Published in:

Neural Computing & Applications, 2017, v. 28, n. 12, p. 4147, doi. 10.1007/s00521-016-2708-7

By:

Altaher, Altyeb

Publication type:

Article

IoT Malware Detection Based on OPCODE Purification.

Published in:

Electrica, 2023, v. 23, n. 3, p. 634, doi. 10.5152/electrica.2023.23043

By:

Gülataş, İbrahim;
Kılınç, Hacı Hakan;
Aydın, Muhammed Ali;
Zaim, Abdul Halim

Publication type:

Article

Recent Innovations and Comparison of Deep Learning Techniques in Malware Classification: A Review.

Published in:

International Journal of Information Security Science, 2020, v. 9, n. 4, p. 230

By:

Yadav, Balram;
Tokekar, Sanjiv

Publication type:

Article

Black box malware adversarial examples generation method based on SNGAN.

Published in:

Journal Of Sichuan University (Natural Sciences Division) / Sichuan Daxue Xuebao-Ziran Kexueban, 2023, v. 60, n. 6, p. 1, doi. 10.19907/j.0490-6756.2023.062003

By:

ZHANG Yu-Ke;
WANG Jun-Feng

Publication type:

Article

What Static Analysis Can Utmost Offer for Android Malware Detection.

Published in:

Information Technology & Control, 2019, v. 48, n. 2, p. 235, doi. 10.5755/j01.itc.48.2.21457

By:

Kabakus, Abdullah Talha

Publication type:

Article

A Novel Framework for Windows Malware Detection Using a Deep Learning Approach.

Published in:

Computers, Materials & Continua, 2022, v. 72, n. 1, p. 461, doi. 10.32604/cmc.2022.023566

By:

Darem, Abdulbasit A.

Publication type:

Article

MMALE--A Methodology for Malware Analysis in Linux Environments.

Published in:

Computers, Materials & Continua, 2021, v. 67, n. 2, p. 1447, doi. 10.32604/cmc.2021.014596

By:

de Vicente Mohino, José Javier;
Bermejo Higuera, Javier;
Bermejo Higuera, Juan Ramón;
Sicilia Montalvo, Juan Antonio;
Sánchez Rubio, Manuel;
Martínez Herraiz, José Javier

Publication type:

Article

An Effective Memory Analysis for Malware Detection and Classification.

Published in:

Computers, Materials & Continua, 2021, v. 67, n. 2, p. 2301, doi. 10.32604/cmc.2021.014510

By:

Sihwail, Rami;
Omar, Khairuddin;
Arifin, Khairul Akram Zainol

Publication type:

Article

The Recent Trends in Malware Evolution, Detection and Analysis for Android Devices.

Published in:

Journal of Engineering Science & Technology Review, 2020, v. 13, n. 4, p. 240, doi. 10.25103/jestr.134.25

By:

Kumar, Kakelli Anil;
Raman, A.;
Gupta, C.;
Pillai, R. R.

Publication type:

Article

Malware Clearance for Secure Commitment of OS-Level Virtual Machines.

Published in:

IEEE Transactions on Dependable & Secure Computing, 2013, v. 10, n. 2, p. 70, doi. 10.1109/TDSC.2012.88

By:

Shan, Zhiyong;
Wang, Xin;
Chiueh, Tzi-cker

Publication type:

Article

Android Malware Detection through Machine Learning Techniques: A Review.

Published in:

International Journal of Online & Biomedical Engineering, 2020, v. 16, n. 2, p. 14, doi. 10.3991/ijoe.v16i02.11549

By:

Abikoye, Oluwakemi Christiana;
Gyunka, Benjamin Aruwa;
Akande, Oluwatobi Noah

Publication type:

Article

FastText-Based Local Feature Visualization Algorithm for Merged Image-Based Malware Classification Framework for Cyber Security and Cyber Defense.

Published in:

Mathematics (2227-7390), 2020, v. 8, n. 3, p. 460, doi. 10.3390/math8030460

By:

Jang, Sejun;
Li, Shuyu;
Sung, Yunsick

Publication type:

Article

Adversarial android malware detection for mobile multimedia applications in IoT environments.

Published in:

Multimedia Tools & Applications, 2021, v. 80, n. 11, p. 16713, doi. 10.1007/s11042-020-08804-x

By:

Taheri, Rahim;
Javidan, Reza;
Pooranian, Zahra

Publication type:

Article

Construction of Countably Infinite Programs That Evade Malware/Non-Malware Classification for Any Given Formal System †.

Published in:

Cryptography (2410-387X), 2025, v. 9, n. 1, p. 16, doi. 10.3390/cryptography9010016

By:

Liagkou, Vasiliki;
Nastou, Panagiotis E.;
Spirakis, Paul;
Stamatiou, Yannis C.

Publication type:

Article

Dual Convolutional Malware Network (DCMN): An Image-Based Malware Classification Using Dual Convolutional Neural Networks.

Published in:

Electronics (2079-9292), 2024, v. 13, n. 18, p. 3607, doi. 10.3390/electronics13183607

By:

Al-Masri, Bassam;
Bakir, Nader;
El-Zaart, Ali;
Samrouth, Khouloud

Publication type:

Article

Two Anatomists Are Better than One—Dual-Level Android Malware Detection.

Published in:

Symmetry (20738994), 2020, v. 12, n. 7, p. 1128, doi. 10.3390/sym12071128

By:

Kouliaridis, Vasileios;
Kambourakis, Georgios;
Geneiatakis, Dimitris;
Potha, Nektaria

Publication type:

Article

A Lightweight Android Malware Classifier Using Novel Feature Selection Methods.

Published in:

Symmetry (20738994), 2020, v. 12, n. 5, p. 858, doi. 10.3390/sym12050858

By:

Salah, Ahmad;
Shalabi, Eman;
Khedr, Walid

Publication type:

Article

Feature Subset Selection for Malware Detection in Smart IoT Platforms.

Published in:

Sensors (14248220), 2021, v. 21, n. 4, p. 1374, doi. 10.3390/s21041374

By:

Abawajy, Jemal;
Darem, Abdulbasit;
Alhashmi, Asma A.;
Mercaldo, Francesco

Publication type:

Article

Contextual Identification of Windows Malware through Semantic Interpretation of API Call Sequence.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 21, p. 7673, doi. 10.3390/app10217673

By:

Amer, Eslam;
El-Sappagh, Shaker;
Hu, Jong Wan

Publication type:

Article

Generative Adversarial Network for Global Image-Based Local Image to Improve Malware Classification Using Convolutional Neural Network.

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 21, p. 7585, doi. 10.3390/app10217585

By:

Jang, Sejun;
Li, Shuyu;
Sung, Yunsick

Publication type:

Article

Systematic Approach to Malware Analysis (SAMA).

Published in:

Applied Sciences (2076-3417), 2020, v. 10, n. 4, p. 1360, doi. 10.3390/app10041360

By:

Bermejo Higuera, Javier;
Abad Aramburu, Carlos;
Bermejo Higuera, Juan-Ramón;
Sicilia Urban, Miguel Angel;
Sicilia Montalvo, Juan Antonio

Publication type:

Article

KÖTÜCÜL VE CASUS YAZILIMLAR: KAPSAMLI BİR ARAŞTIRMA.

Published in:

Journal of the Faculty of Engineering & Architecture of Gazi University / Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi,, 2007, v. 22, n. 1, p. 121

By:

Canbek, Gürol;
Sağiroğlu, Şeref

Publication type:

Article

An Efficient DenseNet-Based Deep Learning Model for Malware Detection.

Published in:

Entropy, 2021, v. 23, n. 3, p. 344, doi. 10.3390/e23030344

By:

Hemalatha, Jeyaprakash;
Roseline, S. Abijah;
Geetha, Subbiah;
Kadry, Seifedine;
Damaševičius, Robertas;
Menéndez, Héctor D.

Publication type:

Article

MalFamAware: automatic family identification and malware classification through online clustering.

Published in:

International Journal of Information Security, 2021, v. 20, n. 3, p. 371, doi. 10.1007/s10207-020-00509-4

By:

Pitolli, Gregorio;
Laurenza, Giuseppe;
Aniello, Leonardo;
Querzoni, Leonardo;
Baldoni, Roberto

Publication type:

Article

What you see predicts what you get-lightweight agent-based malware detection.

Published in:

Security & Communication Networks, 2013, v. 6, n. 1, p. 33, doi. 10.1002/sec.528

By:

Wang, Wei;
Murynets, Ilona;
Bickford, Jeffrey;
Wart, Christopher Van;
Xu, Gang

Publication type:

Article

Android Malware Family Classification Based on Deep Learning of Code Images.

Published in:

IAENG International Journal of Computer Science, 2019, v. 46, n. 4, p. 1

By:

Yuxia Sun;
Yanjia Chen;
Yuchang Pan;
Lingyu Wu

Publication type:

Article

Empirical study of malware diversity in major Android markets.

Published in:

Journal of Cyber Security Technology, 2018, v. 2, n. 2, p. 51, doi. 10.1080/23742917.2018.1483876

By:

Soto-Valero, César;
González, Mabel

Publication type:

Article

Evaluation of Survivability of the Automatically Obfuscated Android Malware.

Published in:

Applied Sciences (2076-3417), 2022, v. 12, n. 10, p. 4969, doi. 10.3390/app12104969

By:

Patel, Himanshu;
Patel, Deep;
Ahluwalia, Jaspreet;
Kapoor, Vaishali;
Narasimhan, Karthik;
Singh, Harmanpreet;
Kaur, Harmanjot;
Reddy, Gadi Harshitha;
Peruboina, Sai Sushma;
Butakov, Sergey

Publication type:

Article

Machine-Learning-Based Android Malware Family Classification Using Built-In and Custom Permissions.

Published in:

Applied Sciences (2076-3417), 2021, v. 11, n. 21, p. 10244, doi. 10.3390/app112110244

By:

Kim, Minki;
Kim, Daehan;
Hwang, Changha;
Cho, Seongje;
Han, Sangchul;
Park, Minkyu

Publication type:

Article

Identifying the Author Group of Malwares through Graph Embedding and Human-in-the-Loop Classification.

Published in:

Applied Sciences (2076-3417), 2021, v. 11, n. 14, p. 6640, doi. 10.3390/app11146640

By:

Chae, Dong-Kyu;
Park, Sung-Jun;
Kim, Eujeanne;
Hong, Jiwon;
Kim, Sang-Wook

Publication type:

Article

Sisyfos: A Modular and Extendable Open Malware Analysis Platform.

Published in:

Applied Sciences (2076-3417), 2021, v. 11, n. 7, p. 2980, doi. 10.3390/app11072980

By:

Serpanos, Dimitrios;
Michalopoulos, Panagiotis;
Xenos, Georgios;
Ieronymakis, Vasilios;
Maglaras, Leandros

Publication type:

Article

Image-Based Malware Analysis Using Residual Capsule Network.

Published in:

IAENG International Journal of Computer Science, 2025, v. 52, n. 6, p. 2022

By:

El alaoui-Elfels, Omaima;
Gadi, Taoufiq;
Bassir, Abdelhak

Publication type:

Article

Behavioural Analysis of Malware by Selecting Influential API Through TF-IDF API Embeddings.

Published in:

International Journal of Advanced Computer Science & Applications, 2025, v. 16, n. 5, p. 761, doi. 10.14569/ijacsa.2025.0160575

By:

Panda, Binayak;
Bisoyi, Sudhanshu Shekhar;
Panigrahy, Sidhanta

Publication type:

Article

Detecting Malware C&C Communication Traffic Using Artificial Intelligence Techniques.

Published in:

Journal of Cybersecurity & Privacy, 2025, v. 5, n. 1, p. 4, doi. 10.3390/jcp5010004

By:

Kazi, Mohamed Ali

Publication type:

Article

An Investigation to Detect Banking Malware Network Communication Traffic Using Machine Learning Techniques.

Published in:

Journal of Cybersecurity & Privacy, 2023, v. 3, n. 1, p. 1, doi. 10.3390/jcp3010001

By:

Kazi, Mohamed Ali;
Woodhead, Steve;
Gan, Diane

Publication type:

Article

Defending against OS-Level Malware in Mobile Devices via Real-Time Malware Detection and Storage Restoration †.

Published in:

Journal of Cybersecurity & Privacy, 2022, v. 2, n. 2, p. 311, doi. 10.3390/jcp2020017

By:

Chen, Niusen;
Chen, Bo

Publication type:

Article

On the Effect of k Values and Distance Metrics in KNN Algorithm for Android Malware Detection.

Published in:

Advances in Data Science & Adaptive Analysis, 2021, v. 13, n. 3/4, p. 1, doi. 10.1142/S2424922X21410011

By:

Şahin, Durmuş Özkan;
Akleylek, Sedat;
Kılıç, Erdal

Publication type:

Article

Enhanced Malware Family Classification via Image-Based Analysis Utilizing a Balance- Augmented VGG16 Model.

Published in:

Traitement du Signal, 2023, v. 40, n. 5, p. 2169, doi. 10.18280/ts.400534

By:

Pachhala, Nagababu;
Jothilakshmi, Subbaiyan;
Battula, Bhanu Prakash

Publication type:

Article

MAIT: Malware Analysis and Intelligence Tool.

Published in:

Information & Security, 2021, v. 50, n. 1, p. 46, doi. 10.11610/isij.5024

By:

Yucel, Cagatay;
Lockett, Adam;
Chalkias, Ioannis;
Mallis, Dimitrios;
Katos, Vasilios

Publication type:

Article

Identifying Malware Packers through Multilayer Feature Engineering in Static Analysis.

Published in:

Information (2078-2489), 2024, v. 15, n. 2, p. 102, doi. 10.3390/info15020102

By:

Alkhateeb, Ehab;
Ghorbani, Ali;
Habibi Lashkari, Arash

Publication type:

Article

AndroDFA: Android Malware Classification Based on Resource Consumption †.

Published in:

Information (2078-2489), 2020, v. 11, n. 6, p. 326, doi. 10.3390/info11060326

By:

Massarelli, Luca;
Aniello, Leonardo;
Ciccotelli, Claudio;
Querzoni, Leonardo;
Ucci, Daniele;
Baldoni, Roberto

Publication type:

Article