New Approach to Malware Detection Using Optimized Convolutional Neural Network. (arXiv:2301.11161v1 [cs.CR])

Cyber-crimes have become a multi-billion-dollar industry in the recent years.
Most cybercrimes/attacks involve deploying some type of malware. Malware that
viciously targets every industry, every sector, every enterprise and even
individuals has shown its capabilities to take entire business organizations
offline and cause significant financial damage in billions of dollars annually.
Malware authors are constantly evolving in their attack strategies and
sophistication and are developing malware that is difficult to detect and can
lay dormant in the background for quite …

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