Detection of Covert Timing Channels with Machine Learning Methods Using Different Window Sizes

Karadogan, IsmailKarci, Ali2024-08-042024-08-042019https://hdl.handle.net/11616/99047International Conference on Artificial Intelligence and Data Processing (IDAP) -- SEP 21-22, 2019 -- Inonu Univ, Malatya, TURKEYIn this study, delays between data packets were read by using different window sizes to detect data transmitted from covert timing channel in computer networks, and feature vectors were extracted from them and detection of hidden data by some classification algorithms was achieved with high performance rate.trinfo:eu-repo/semantics/closedAccessCovert channelsnetwork steganographyinformation securitymachine learningDetection of Covert Timing Channels with Machine Learning Methods Using Different Window SizesConference Object2-s2.0-85074895625N/AWOS:000591781100007N/A