Cybersecurity Issues in Generative AI
Subin Oh, Taeshik Shon
Abstract
Generative AI technology is being applied in various fields. However, the advancement of these technologies also raises cybersecurity issues. In fact, there are cases of cyber attack using Generative AI, and the number is increasing. Therefore, this paper analyzes the potential cybersecurity issues associated with Generative AI. First, we looked at the fields where Generative AI is used. Representatively, Generative AI is being used in text, image, video, audio, and code. Based on these five fields, cybersecurity issues that may occur in each field were analyzed. Finally, we discuss the obligations necessary for the future development and use of Generative AI.
Topics & Concepts
Generative grammarComputer scienceField (mathematics)Generative DesignGenerative modelArtificial intelligenceCode (set theory)Computer securityEngineeringProgramming languageSet (abstract data type)Metric (unit)Operations managementMathematicsPure mathematicsGenerative Adversarial Networks and Image SynthesisDigital Media Forensic DetectionAdversarial Robustness in Machine Learning