A Novel Virus Capable of Intelligent Program Infection through Software Framework Function Recognition

Viruses are one of the main threats to security today’s cyberspace. With continuous development virus and artificial intelligence technologies in recent years, intelligentization technology has become a trend. It is urgent significance study combat intelligent viruses. In this paper, we design new type confirmatory from attacker’s perspective that can intelligently infect software frameworks. We aim for structural as target use BCSD (binary code similarity detection) identify framework. By incorporating framework functional structure recognition model virus, enabled recognize functions executable files. This paper evaluates suitable carry constructs lightweight with knowledge distillation technique. research proposes algorithm, which effectively reduces precision’s dependence on model. Finally, discusses next researching direction aims provide reference detection possible Consequently, focused effective defense strategies could be proposed technical system malware reinforced.