Statistical Analysis for Classification of Malicious Software by Evgeny Petrovich Tumoyan, Ksenia Vasilevna Tsyganok

Subjects: Get full text

A Context-Aware Android Malware Detection Approach Using Machine Learning by Mohammed N. AlJarrah, Qussai M. Yaseen, Ahmad M. Mustafa

Subjects: Get full text

EstiDroid: Estimate API Calls of Android Applications Using Static Analysis Technology by Wenhao Fan, Daishuai Zhang, Ye Chen, Fan Wu, Yuan'an Liu

Subjects: Get full text

Similarity-Based Hybrid Malware Detection Model Using API Calls by Asma A. Alhashmi, Abdulbasit A. Darem, Abdullah M. Alashjaee, Sultan M. Alanazi, Tareq M. Alkhaldi, Shouki A. Ebad, Fuad A. Ghaleb, Aloyoun M. Almadani

Subjects: Get full text

Comparing Deep Learning and Shallow Learning Techniques for API Calls Malware Prediction: A Study by Angelo Cannarile, Vincenzo Dentamaro, Stefano Galantucci, Andrea Iannacone, Donato Impedovo, Giuseppe Pirlo

Subjects: Get full text

Malware API Calls Detection Using Hybrid Logistic Regression and RNN Model by Abdulaziz Almaleh, Reem Almushabb, Rahaf Ogran

Subjects: Get full text

PermDroid a framework developed using proposed feature selection approach and machine learning techniques for Android malware detection by Arvind Mahindru, Himani Arora, Abhinav Kumar, Sachin Kumar Gupta, Shubham Mahajan, Seifedine Kadry, Jungeun Kim

Subjects: Get full text

Malware Classification Using Dynamically Extracted API Call Embeddings by Sahil Aggarwal, Fabio Di Troia

Subjects: Get full text

Malware Clustering Using Family Dependency Graph by Binlin Cheng, Qiang Tong, Jianhong Wang, Wenhui Tian

Subjects: Get full text

Features Engineering for Malware Family Classification Based API Call by Ammar Yahya Daeef, Ali Al-Naji, Javaan Chahl

Subjects: Get full text

A Novel Approach to Detect Malware Variants Based on Classified Behaviors by Donggao Du, Yi Sun, Yan Ma, Fei Xiao

Subjects: “…API call parameter…”
Get full text

Lightweight and Robust Malware Detection Using Dictionaries of API Calls by Ammar Yahya Daeef, Ali Al-Naji, Javaan Chahl

Subjects: “…API call sequence…”
Get full text

Homology analysis of malware based on graph by Bing-lin ZHAO, Xi MENG, Jin HAN, Jing WANG, Fu-dong LIU

Subjects: Get full text

Homology analysis of malware based on graph by Bing-lin ZHAO, Xi MENG, Jin HAN, Jing WANG, Fu-dong LIU

Subjects: “…malware;homology analysis;API call graph;convolutional neural network…”
Get full text

Features Engineering to Differentiate between Malware and Legitimate Software by Ammar Yahya Daeef, Ali Al-Naji, Ali K. Nahar, Javaan Chahl

Subjects: Get full text

Dynamic Malware Analysis Based on API Sequence Semantic Fusion by Sanfeng Zhang, Jiahao Wu, Mengzhe Zhang, Wang Yang

Subjects: Get full text

Android Malware Detection Method Based on Behavior Pattern by YANG Jiyun, FAN Jiawen, ZHOU Jie, GAO Lingyun

Subjects: “…|malware detection|api call sequences|behavior pattern|sequence pattern mining…”
Get full text

TTDAT: Two-Step Training Dual Attention Transformer for Malware Classification Based on API Call Sequences by Peng Wang, Tongcan Lin, Di Wu, Jiacheng Zhu, Junfeng Wang

Subjects: Get full text

Early Ransomware Detection with Deep Learning Models by Matan Davidian, Michael Kiperberg, Natalia Vanetik

Subjects: Get full text

An Efficient Android Malware Detection System Based on Method-Level Behavioral Semantic Analysis by Hanqing Zhang, Senlin Luo, Yifei Zhang, Limin Pan

Subjects: Get full text