Optimization of Antivirus Software

“…Regarding the particularities of antivirus software, the paper analyzes some of the optimization concepts applied to this category of applications…”
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Quantitative Valuation of the Effectiveness of Existing Antivirus Software by Tatiana Markina

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ANTIVIRUS SOFTWARE AND INDUSTRIAL CYBER SECURITY SYSTEM CERTIFICATION IN RUSSIA by M. A. Nazarenko, A. I. Gorobets, D. V. Miskov, V. V. Muravyev, A. S. Novikov

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Evaluation of Local Security Event Management System vs. Standard Antivirus Software by Antonio Pérez-Sánchez, Rafael Palacios

“…The results show that evading techniques such as obfuscation and in-memory extraction of malicious payloads, impose unexpected difficulties to standard antivirus software.…”
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Decision making model design for antivirus software selection using Factor Analysis and Analytical Hierarchy Process by Nurhayati Ai, Gautama Aditya, Naseer Muchammad

“…One of the protection method is using antivirus software. The wide variety of antivirus software in the market tends to creating confusion among consumer. …”
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The Defense Software for Remote Monitoring of Computational Resources by N. P. Vasilyev, D. S. Silnov

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The Modern Remote Monitoring Systems for Computational Resources: Current State, Problems, and Perspectives by D. S. Silnov

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PEMILIHAN SOFTWARE ANTIVIRUS UNTUK LABORATORIUM KOMPUTER AKUNTANSI DENGAN METODE AHP ( ANALYTICAL HIERARCHY PROCESS ) by SEVTY WAHIDDIRANI SAPUTRI

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Antivirus Evasion Methods in Modern Operating Systems by Dominik Samociuk

“…Cybercriminals have access to numerous techniques and tools for circumventing antivirus software, which can greatly aid them in their illicit activities. …”
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Malware Detection Based on Code Visualization and Two-Level Classification by Vassilios Moussas, Antonios Andreatos

“…Malware creators generate new malicious software samples by making minor changes in previously generated code, in order to reuse malicious code, as well as to go unnoticed from signature-based antivirus software. As a result, various families of variations of the same initial code exist today. …”
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A Universal Malicious Documents Static Detection Framework Based on Feature Generalization by Xiaofeng Lu, Fei Wang, Cheng Jiang, Pietro Lio

“…The average F1-score of all types of documents is found to be 0.99, and the average detection time of a document is 0.5926 s, which is at the same level as the compared antivirus software.…”
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ERMDS: A obfuscation dataset for evaluating robustness of learning-based malware detection system by Lichen Jia, Yang Yang, Bowen Tang, Zihan Jiang

“…The results of our experiments showed that ERMDS-X effectively reveals the limitations in the robustness of existing LB-MDS models, leading to an average accuracy reduction of 20% in LB-MDS and 32% in commercial antivirus software. We conducted a comprehensive analysis of the factors that contributed to the observed accuracy decline in both LB-MDS and commercial antivirus software. …”
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Using 3D-VGG-16 and 3D-Resnet-18 deep learning models and FABEMD techniques in the detection of malware by Wadha Al-Khater, Somaya Al-Madeed

“…Even with the most recent updates, antivirus software can leave computer users vulnerable to malware threats and attacks due to the rapid release of new malware. …”
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Behaviour-based malware detector by Kwong, Jordan Zheng Xi

“…The number of new malwares created every day is at an all-time high, one of the main reasons is that malware authors are using polymorphic methods. As a result, antivirus software is not able to detect the malware in a timely manner, therefore, it is insufficient to use an antivirus software to detect new malware. …”
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Metamorphic malware detection using machine learning by Ahmed Ali, Mohammed Hasan Ali

“…Commercially available antivirus software relies on a traditional malware detection technique known as signature-based malware detection which fails to counter unknown signatures of malicious software. …”
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Combatting mobile phone scams by Cheong, Damien D.

“…Installation of antivirus software and the Scam Shield app on mobile phones is a crucial first step to mitigate such threats.…”
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Expdf: Exploits Detection System Based on Machine-Learning by Xin Zhou, Jianmin Pang

“…We demonstrate the effectiveness of Expdf on the dataset collected from Virus Total filtered by the labels of multiple antivirus software. With the experimental evaluation compared to Hidost, Expdf demonstrates its superiority in detecting exploits, reaching the accuracy rate of 95.54% and the recall rate of 97.54%. …”
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Research on android infiltration technology based on the silent installation of an accessibility service by Haitao Sun, Chengjie Jin, Xiaohan Helu, Hui Lu, Man Zhang, Zhihong Tian

“…Using the silent installation technology supported by the Accessibility Service (integrated on a nontoxic functional platform), the Android Package that injects the penetration function successfully bypasses the common mobile phone antivirus software on the market to improve the penetration efficiency.…”
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Optimal Control Strategy for SLBRS with Two Control Inputs by Xiangqing Zhao

“…Researchers have proposed various approaches to fight against computer viruses, including antivirus software and internet firewalls. In this paper, we focus on investigating computer virus transmission from the perspective of mathematical modeling. …”
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A delayed e-epidemic SLBS model for computer virus by Zizhen Zhang, Sangeeta Kumari, Ranjit Kumar Upadhyay

“…Abstract We propose an e-epidemic time-delay Susceptible-Latent-Breaking out-Susceptible ( SLBS $SLBS$) model to study delay dynamics appearing due to antivirus software, which takes time to clean the viruses from latent and breaking-out computers. …”
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