A Review of the Recent Trends in Mobile Malware Evolution, Detection, and Analysis by Seetah Almarri, Alanoud Bodokhi, Mounir Frikha

Subjects: “…Mobile malware…”
Get full text

Android Malware Category and Family Identification Using Parallel Machine Learning by Ahmed Hashem El Fiky, Mohamed Ashraf Madkour, Ayman El Shenawy

Subjects: “…android malware…”
Get full text

Application of deep learning in malware detection: a review by Yafei Song, Dandan Zhang, Jian Wang, Yanan Wang, Yang Wang, Peng Ding

Subjects: “…Malware…”
Get full text

HoneyBow:an automated malware collection tool based on the high-interaction honeypot principle by ZHUGE Jian-wei1, HAN Xin-hui1, ZHOU Yong-lin2, SONG Cheng-yu1, GUO Jin-peng1, ZOU Wei1

Subjects: “…malware;malware collection;honeypot;honeynet…”
Get full text

Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges by Harikha Manthena, Shaghayegh Shajarian, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Sajad Khorsandroo, Maanak Gupta

Subjects: “…Explainable malware analysis…”
Get full text

A Robust and Efficient Machine Learning Framework for Enhancing Early Detection of Android Malware by Fandi Kurniawan, Deris Stiawan, Darius Antoni, Mohd Yazid Idris, Rahmat Budiarto

Subjects: Get full text

Detecting Obfuscated Malware Infections on Windows Using Ensemble Learning Techniques by Yadigar Imamverdiyev, Elshan Baghirov, John Chukwu Ikechukwu

Subjects: “…malware detection…”
Get full text

Enhancing the Sustainability of Machine Learning-Based Malware Detection Techniques for Android Applications by Seyeon Park, Hojun Lee, Daeun Kim, Hyeun Jun Moon, Seong-Je Cho, Youngsup Hwang, Hyoil Han, Kyoungwon Suh

Subjects: “…Android malware…”
Get full text

ISAnWin: inductive generalized zero-shot learning using deep CNN for malware detection across windows and android platforms by Umm-e-Hani Tayyab, Faiza Babar Khan, Asifullah Khan, Muhammad Hanif Durad, Farrukh Aslam Khan, Aftab Ali

Subjects: Get full text

A Review of State-of-the-Art Malware Attack Trends and Defense Mechanisms by Jannatul Ferdous, Rafiqul Islam, Arash Mahboubi, Md. Zahidul Islam

Subjects: “…Malware evolution…”
Get full text

I-MCM: IoT Malware Counter Measures for Cross-Architecture IoT Malware Detection by Ibrahim Gulatas, H. Hakan Kilinc, A. Halim Zaim, M. Ali Aydin

Subjects: Get full text

A Survey on Android Malware Detection Techniques Using Supervised Machine Learning by Safa J. Altaha, Ahmed Aljughaiman, Sonia Gul

Subjects: Get full text

Method of anti-confusion texture feature descriptor for malware images by Yashu LIU, Zhihai WANG, Hanbing YAN, Yueran HOU, Yukun LAI

Subjects: “…malware visualization…”
Get full text

Hybrid Android Malware Detection and Classification Using Deep Neural Networks by Muhammad Umar Rashid, Shahnawaz Qureshi, Abdullah Abid, Saad Said Alqahtany, Ali Alqazzaz, Mahmood ul Hassan, Mana Saleh Al Reshan, Asadullah Shaikh

Subjects: “…Malware…”
Get full text

MALVADA: A framework for generating datasets of malware execution traces by Razvan Raducu, Alain Villagrasa-Labrador, Ricardo J. Rodríguez, Pedro Álvarez

Subjects: Get full text

Elastic Shifts: I/O Sequence Patterns of Ransomware and Detection Evasion by Il Hyeon Ju, Huy Kang Kim

Subjects: Get full text

A Survey on Adversarial Attacks for Malware Analysis by Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam, Pradip Kunwar, Bhavani Thuraisingham

Subjects: Get full text

CLASSIFYING ANDROID MALWARE CATEGORIES BASED ON DYNAMIC FEATURES: AN INTEGRATION OF FEATURE REDUCTION AND SELECTION TECHNIQUES by abdullah alsraratee, Ahmed Al-Azawei

Subjects: Get full text

An extrinsic random-based ensemble approach for android malware detection by Nektaria Potha, V. Kouliaridis, G. Kambourakis

Subjects: “…mobile malware…”
Get full text

Detecting Malicious .NET Executables Using Extracted Methods Names by Hamdan Thabit, Rami Ahmad, Ahmad Abdullah, Abedallah Zaid Abualkishik, Ali A. Alwan

Subjects: “…malware analysis…”
Get full text