Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385688300> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4385688300 abstract "IoT networks are the favorite target of cybercriminals. With more and more connected IoT devices, IoT networks offer large attack surface. There are many potential entry points for cybercriminals in these networks. Hence, attack detection is an essential part of securing IoT networks and protecting them against the potential harm or damage that can result from successful attacks. In this paper, we propose a graph-based framework for detecting attacks in IoT networks. Our approach involves constructing an activity graph to represent the networking events occurring during a monitoring window. This graph is a rich attributed graph capturing both structure and semantic features from the network traffic. Then, we train a neural network on this graph to distinguish between normal activities and attacks. Our preliminary experiments show that our approach is able to accurately detect a large range of attacks when the size of the monitoring window is correctly set." @default.
- W4385688300 created "2023-08-10" @default.
- W4385688300 creator A5005723915 @default.
- W4385688300 creator A5035000065 @default.
- W4385688300 date "2023-08-29" @default.
- W4385688300 modified "2023-10-16" @default.
- W4385688300 title "IoT Network Attack Detection: Leveraging Graph Learning for Enhanced Security" @default.
- W4385688300 cites W2085394315 @default.
- W4385688300 cites W2093168265 @default.
- W4385688300 cites W2122646361 @default.
- W4385688300 cites W2284900416 @default.
- W4385688300 cites W2793149689 @default.
- W4385688300 cites W2808771744 @default.
- W4385688300 cites W2809409545 @default.
- W4385688300 cites W2951086007 @default.
- W4385688300 cites W2962756421 @default.
- W4385688300 cites W2963224980 @default.
- W4385688300 cites W2966841471 @default.
- W4385688300 cites W3006824036 @default.
- W4385688300 cites W3010612350 @default.
- W4385688300 cites W3085955590 @default.
- W4385688300 cites W3114378557 @default.
- W4385688300 cites W3206604724 @default.
- W4385688300 cites W3210313187 @default.
- W4385688300 cites W4205329374 @default.
- W4385688300 cites W4297152848 @default.
- W4385688300 doi "https://doi.org/10.1145/3600160.3605053" @default.
- W4385688300 hasPublicationYear "2023" @default.
- W4385688300 type Work @default.
- W4385688300 citedByCount "0" @default.
- W4385688300 crossrefType "proceedings-article" @default.
- W4385688300 hasAuthorship W4385688300A5005723915 @default.
- W4385688300 hasAuthorship W4385688300A5035000065 @default.
- W4385688300 hasConcept C132525143 @default.
- W4385688300 hasConcept C2776576444 @default.
- W4385688300 hasConcept C31258907 @default.
- W4385688300 hasConcept C38652104 @default.
- W4385688300 hasConcept C41008148 @default.
- W4385688300 hasConcept C80444323 @default.
- W4385688300 hasConcept C81860439 @default.
- W4385688300 hasConceptScore W4385688300C132525143 @default.
- W4385688300 hasConceptScore W4385688300C2776576444 @default.
- W4385688300 hasConceptScore W4385688300C31258907 @default.
- W4385688300 hasConceptScore W4385688300C38652104 @default.
- W4385688300 hasConceptScore W4385688300C41008148 @default.
- W4385688300 hasConceptScore W4385688300C80444323 @default.
- W4385688300 hasConceptScore W4385688300C81860439 @default.
- W4385688300 hasLocation W43856883001 @default.
- W4385688300 hasOpenAccess W4385688300 @default.
- W4385688300 hasPrimaryLocation W43856883001 @default.
- W4385688300 hasRelatedWork W2130966263 @default.
- W4385688300 hasRelatedWork W2322757112 @default.
- W4385688300 hasRelatedWork W2408371061 @default.
- W4385688300 hasRelatedWork W2751166006 @default.
- W4385688300 hasRelatedWork W2807530277 @default.
- W4385688300 hasRelatedWork W2970262160 @default.
- W4385688300 hasRelatedWork W2980650356 @default.
- W4385688300 hasRelatedWork W3027691494 @default.
- W4385688300 hasRelatedWork W3081898826 @default.
- W4385688300 hasRelatedWork W4382046111 @default.
- W4385688300 isParatext "false" @default.
- W4385688300 isRetracted "false" @default.
- W4385688300 workType "article" @default.