Overview of Backdoor Attacks and Detection in Intelligent Software
Intelligent software,as one of the representative applications of the rapid development of artificial intelligence technology,plays a crucial role in solving software engineering problems,improving software operation efficiency.However,the security issues it brings are gradu-ally receiving attention.Backdoor attack,as a common software attack method,allows attackers to control software behavior by manipulating malicious functions hidden within the software,thereby stealing data or performing other malicious operations,posing a huge security threat to users.To this end,a review is conducted from the perspective of software engineering.Firstly,the basic concept,classification,and compari-son with other attack methods of backdoor attacks are introduced;Then analyze and compare the common methods of backdoor attacks;Final-ly,we will discuss the strategies and techniques for defending against backdoor attacks,and summarize,compare,and prospect the methods related to backdoor implantation and detection defense,combined with deep neural network models in intelligent software.Studying backdoor attacks and defense technologies can promote innovative development in the software industry,improve software security and reliability.
intelligent softwaredeep learningbackdoor attack and defensemodel security
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