Modeling and Analysis of the Spread of Malware with the Influence of User Awareness by Qingyi Zhu, Xuhang Luo, Yuhang Liu

“…By incorporating the security awareness of computer users into the susceptible-infected-susceptible (SIS) model, this study proposes a new malware propagation model, named the SID model, where D compartment denotes the group of nodes with user awareness. …”
Get full text

Robust Malware identification via deep temporal convolutional network with symmetric cross entropy learning by Jiankun Sun, Xiong Luo, Weiping Wang, Yang Gao, Wenbing Zhao

“…Therefore, learning from noisy labels is significant for machine learning‐enabled Malware identification. In this study, motivated by the symmetric cross entropy with satisfactory noise robustness, the authors propose a robust Malware identification method using temporal convolutional network (TCN). …”
Get full text

A Dynamically Reconfigured Multi-FPGA Network Platform for High-Speed Malware Collection by Sascha Mühlbach, Andreas Koch

Get full text

A Malware Detection Scheme Based on Mining Format Information by Jinrong Bai, Junfeng Wang, Guozhong Zou

“…Malware has become one of the most serious threats to computer information system and the current malware detection technology still has very significant limitations. …”
Get full text

Bifurcation of a Fractional-Order Delayed Malware Propagation Model in Social Networks by Changjin Xu, Maoxin Liao, Peiluan Li

“…Thus, the study on malware propagation model plays an important role in network security. …”
Get full text

MalSEIRS: Forecasting Malware Spread Based on Compartmental Models in Epidemiology by Isabella Martínez Martínez, Andrés Florián Quitián, Daniel Díaz-López, Pantaleone Nespoli, Félix Gómez Mármol

“…In this context, the paper at hand proposes MalSEIRS, a novel dynamic model, to predict malware distribution in a network based on the SEIRS epidemiological model. …”
Get full text

LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers by Durmus Ozkan Sahin, Sedat Akleylek, Erdal Kilic

Subjects: Get full text

Integrating Information Gain and Chi-Square for Enhanced Malware Detection Performance by Fauzi Adi Rafrastara, Wildanil Ghozi, Ramadhan Rakhmat Sani, Lekso Budi Handoko, Abdussalam Abdussalam, Elkaf Rahmawan Pramudya, Faizal M. Abdollah

Subjects: “…Malware detection…”
Get full text

Linear SVM-Based Android Malware Detection for Reliable IoT Services by Hyo-Sik Ham, Hwan-Hee Kim, Myung-Sup Kim, Mi-Jung Choi

“…In this paper, we apply a linear support vector machine (SVM) to detect Android malware and compare the malware detection performance of SVM with that of other machine learning classifiers. …”
Get full text

The Effects of Different Representations on Static Structure Analysis of Computer Malware Signatures by Ajit Narayanan, Yi Chen, Shaoning Pang, Ban Tao

“…The aim of this paper is to evaluate a static structure approach to malware modelling using the growing malware signature databases now available. …”
Get full text

A novel feature selection technique: Detection and classification of Android malware by Sandeep Sharma, Prachi, Rita Chhikara, Kavita Khanna

Subjects: “…Android 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

Transformer-based malware detection using process resource utilization metrics by Dimosthenis Natsos, Andreas L. Symeonidis

Subjects: Get full text

Agent-Based Model to Study and Quantify the Evolution Dynamics of Android Malware Infection by Juan Alegre-Sanahuja, Javier Camacho, Juan Carlos Cortés López, Francisco-José Santonja, Rafael Jacinto Villanueva Micó

“…The model predicts the number of infected smartphones depending on the type of malware. Additionally, we will estimate the cost that the users should afford when the malware is in their devices. …”
Get full text

Interpretable Detection of Malicious Behavior in Windows Portable Executables Using Multi-Head 2D Transformers by Sohail Khan, Mohammad Nauman

Subjects: “…malware…”
Get full text

DLCDroid an android apps analysis framework to analyse the dynamically loaded code by Rati Bhan, Rajendra Pamula, K Susheel Kumar, Nand Kumar Jyotish, Prasun Chandra Tripathi, Parvez Faruki, Jyoti Gajrani

Subjects: Get full text

Evaluating the impact of a multicountry interprofessional training programme to improve HIV knowledge and clinical confidence among healthcare workers in sub-Saharan Africa: a coho... by Jehan Z Budak, Ian Couper, Michael Reid, Deborah von Zinkernagel, Elsie Kiguli-Malwadde, Maeve Forster, Shayanne Martin, Evelyn Chilemba, Keneilwe Motlhatlhedi, Jessica Celentano, Clara Haruzivishe, David Sears, Judy N. Khanyola, Mmoloki Molwantwa, Fred Semitala, Marietjie de Villiers, Abigail Kazembe

Get full text

Simulated annealing on uncorrelated energy landscapes by Ben Goertzel, Malwane Ananda

Get full text

Publisher Correction: Comparative lipidome and transcriptome provide novel insights into zero-valent iron nanoparticle-treated Fremyella diplosiphon by Yavuz S. Yalcin, Samson Gichuki, Huan Chen, Anithachristy Sigamani Arumanayagam, Shyama Malika Malwalage, Viji Sitther

Get full text

Comparative lipidome and transcriptome provide novel insights into zero-valent iron nanoparticle-treated Fremyella diplosiphon by Yavuz S. Yalcin, Samson Gichuki, Huan Chen, Anithachristy Sigamani Arumanayagam, Shyama Malika Malwalage, Viji Sitther

Get full text