{"title":"基于元数据差分的LoRaWAN无功干扰检测","authors":"Henri Ruotsalainen","doi":"10.1145/3538969.3543805","DOIUrl":null,"url":null,"abstract":"Reactive jamming in LoRaWAN networks is a stealthy way to implement Denial-of-Service attacks against selected devices because the cause of the interference remains hidden from a network operator. In order to make such attacks more detectable this paper proposes a novel algorithm, which is able to expose a jamming attempt from a single LoRaWAN packet. By monitoring deviations in meta-data of LoRaWAN frames, our method can distinguish a jamming attempt from a normal packet collision with up to 99% accuracy. Furthermore, the presented algorithm is also suitable for light-weight implementations on LoRaWAN devices due to its low complexity.","PeriodicalId":306813,"journal":{"name":"Proceedings of the 17th International Conference on Availability, Reliability and Security","volume":"99 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Reactive Jamming Detection for LoRaWAN Based on Meta-Data Differencing\",\"authors\":\"Henri Ruotsalainen\",\"doi\":\"10.1145/3538969.3543805\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Reactive jamming in LoRaWAN networks is a stealthy way to implement Denial-of-Service attacks against selected devices because the cause of the interference remains hidden from a network operator. In order to make such attacks more detectable this paper proposes a novel algorithm, which is able to expose a jamming attempt from a single LoRaWAN packet. By monitoring deviations in meta-data of LoRaWAN frames, our method can distinguish a jamming attempt from a normal packet collision with up to 99% accuracy. Furthermore, the presented algorithm is also suitable for light-weight implementations on LoRaWAN devices due to its low complexity.\",\"PeriodicalId\":306813,\"journal\":{\"name\":\"Proceedings of the 17th International Conference on Availability, Reliability and Security\",\"volume\":\"99 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 17th International Conference on Availability, Reliability and Security\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3538969.3543805\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 17th International Conference on Availability, Reliability and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3538969.3543805","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Reactive Jamming Detection for LoRaWAN Based on Meta-Data Differencing
Reactive jamming in LoRaWAN networks is a stealthy way to implement Denial-of-Service attacks against selected devices because the cause of the interference remains hidden from a network operator. In order to make such attacks more detectable this paper proposes a novel algorithm, which is able to expose a jamming attempt from a single LoRaWAN packet. By monitoring deviations in meta-data of LoRaWAN frames, our method can distinguish a jamming attempt from a normal packet collision with up to 99% accuracy. Furthermore, the presented algorithm is also suitable for light-weight implementations on LoRaWAN devices due to its low complexity.