The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users_拉斯维加斯赌城

Our paper “The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users” was published in IEEE Access. The paper focuses on the challenges faced in adopting Artificial Intelligence (AI) and Machine Learning (ML) within Intrusion Detection Systems (IDS). It identifies barriers to implementation, such as the lack of explainability, usability, and privacy considerations that hinder trust among non-expert users. The authors employ a user-centric approach by examining IDS research through the lens of various stakeholders, deriving realistic personas, and proposing design guidelines and hypotheses to enhance practical adoption of AI/ML-based IDS solutions.