Results 81 to 90 of about 3,386 (193)

Building an Efficient PDF Malware Detection System

With the widespread use of the Portable Document Format (PDF), it has increasingly becoming a target for malware, highlighting the need for effective detection solutions.
Liu, Ran
core   +1 more source

Metamorphic Malware Detection Using Minimal Opcode Statistical Patterns

, 2018
High-speed and accurate malware detection for metamorphic malware are two goals in antiviruses. To reach beyond this issue, this chapter presents a new malware detection method that can be summarized as follows: (1) Input file is disassembled and ...
Mahmood Fazlali, Peyman Khodamoradi
core   +1 more source

A Semantic-Based Malware Detection System Design Based on Channels

, 2014
Part 2: The 2014 Asian Conference on Availability, Reliability and Security, AsiaARES 2014International audienceWith the development of information technology, there are massive and heterogeneous data resources in the internet, as well as the malwares ...
Hao Sun, Wu, Chunqing, Xiaofeng Wang, Peige Ren, Ren, Peige, Baokang Zhao, Zhao, Baokang, Chunqing Wu, Wang, Xiaofeng, Sun, Hao   +9 more
core   +1 more source

Improved Detection for Advanced Polymorphic Malware

, 2017
Malicious Software (malware) attacks across the internet are increasing at an alarming rate. Cyber-attacks have become increasingly more sophisticated and targeted.
Fraley, James B.
core  

A graph theoretic approach to malware detection

, 2012
Current malware detection approaches (i.e. anti-virus software) deployed at end hosts utilize features of a specic malware instance. These approaches suer from poor accuracy because such features are easily evaded by trivial obfuscation such as garbage ...
Tabish, Syeda Momina
core   +1 more source

Android Malware Detection Systems Review

Düzce Üniversitesi Bilim ve Teknoloji Dergisi, 2017
With the smartphones entering our lives, the number of smartphones continues to increase day by day. The reason why smartphones are in so demand is that people can easily do what they want.
Ömer Kiraz, İbrahim Alper Doğru
doaj  

Embedding-Driven Synthetic Malware Generation with Autoencoders and Cluster-Tangent Diffusion

Applied Sciences
Malware has become increasingly sophisticated over the years, with zero-day attacks emerging at an alarming pace. Effective detection and analysis demand real malware samples, which are expensive and skill-dependent to extract.
Gunnika Kapoor, Sathvika Nadipalli, Fabio Di Troia   +2 more
doaj   +1 more source

Malware Detection and Next-Action Prediction using Learning-Based Methods [PDF]

, 2023
In this thesis, we introduce a comprehensive framework that combines natural language processing (NLP) techniques and machine learning (ML) algorithms for the early detection and prediction of malware activities.
Jamadi, Zahrasadat
core  

MARD: A Framework for Metamorphic Malware Analysis and Real-Time Detection

, 2014
—Because of the financial and other gains attached with the growing malware industry, there is a need to automate the process of malware analysis and provide real-time malware detection. To hide a malware, obfuscation techniques are used.
Issa Traore, R. Nigel Horspool, Shahid Alam   +2 more
core   +1 more source

Multistage Malware Detection Method for Backup Systems

This paper proposes an innovative solution to address the challenge of detecting latent malware in backup systems. The proposed detection system utilizes a multifaceted approach that combines similarity analysis with machine learning algorithms to ...
Pavel Novak, Vaclav Oujezsky, Patrik Kaura, Martin Holik, Tomas Horvath   +4 more
core   +1 more source