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Research on Malware Detection System Using Artificial Intelligence

Malicious code is a program that accesses and destroys a system or performs malicious actions such as leaking information. Typically, viruses, Trojan horses, and worms attack the system by hiding malicious code through the same path as e-mail. As modern technology develops, the technology of malicious code is also becoming more sophisticated and diversified. Many malware creators distribute malware for the purpose of gaining financial gain. In order to achieve its purpose, it is necessary to produce the maximum effect with minimum cost and effort, so rather than elaborately produced, malicious programs with similar functions are printed quickly. In addition, there are cases where the malicious code of the creators for political purposes and the creators for the display of technology is elaborately created for the purpose of system vulnerabilities and zero-day attacks, so that it is impossible to detect them. As the core technology of the 4th industrial revolution and the technology that incorporates artificial intelligence, which lies at the center, has emerged as a core industry, major countries and many companies around the world are making intensive investments and RAD in artificial intelligence, there is. As artificial intelligence technology is being researched and invested in various fields, research and development of artificial intelligence technology is in progress in the information security industry. In line with this trend, we plan to effectively respond to malware by applying artificial intelligence to the detection of various and sophisticated malicious codes.