N. Shibata, Y. Musashi, D. Romaņa, S. Kubota, K. Sugitani
{"title":"DNS查询请求报文流量中主机搜索攻击趋势分析","authors":"N. Shibata, Y. Musashi, D. Romaņa, S. Kubota, K. Sugitani","doi":"10.1109/ICINIS.2012.11","DOIUrl":null,"url":null,"abstract":"We statistically investigated the total PTR resource record (RR) based DNS query request packet traffic from the Internet to the top domain DNS server in a university campus network through January 1st to December 31st, 2011. The obtained results are: (1) We found twelve host search (HS) attacks in the scores for detection method using the calculated Euclidean distances between the observed IP address and the last observed IP address in the DNS query keywords by employing both threshold ranges of 1.0-2.0 (consecutive) and 150.2-210.4 (random). However, we found nineteen HS attacks in the scores using the calculated cosine distance between the DNS query IP addresses (threshold ranges of 0.75-0.83 and 0.9-1.0). (3) In the newly found HS attacks, we observed that the source IP addresses of the HS attack DNS query packets are distributed. Therefore, it can be concluded that the cosine distance based detection technology has a possibility to detect the source IP address-distributed host search attack.","PeriodicalId":302503,"journal":{"name":"2012 Fifth International Conference on Intelligent Networks and Intelligent Systems","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Trends in Host Search Attack in DNS Query Request Packet Traffic\",\"authors\":\"N. Shibata, Y. Musashi, D. Romaņa, S. Kubota, K. Sugitani\",\"doi\":\"10.1109/ICINIS.2012.11\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We statistically investigated the total PTR resource record (RR) based DNS query request packet traffic from the Internet to the top domain DNS server in a university campus network through January 1st to December 31st, 2011. The obtained results are: (1) We found twelve host search (HS) attacks in the scores for detection method using the calculated Euclidean distances between the observed IP address and the last observed IP address in the DNS query keywords by employing both threshold ranges of 1.0-2.0 (consecutive) and 150.2-210.4 (random). However, we found nineteen HS attacks in the scores using the calculated cosine distance between the DNS query IP addresses (threshold ranges of 0.75-0.83 and 0.9-1.0). (3) In the newly found HS attacks, we observed that the source IP addresses of the HS attack DNS query packets are distributed. Therefore, it can be concluded that the cosine distance based detection technology has a possibility to detect the source IP address-distributed host search attack.\",\"PeriodicalId\":302503,\"journal\":{\"name\":\"2012 Fifth International Conference on Intelligent Networks and Intelligent Systems\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 Fifth International Conference on Intelligent Networks and Intelligent Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICINIS.2012.11\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Fifth International Conference on Intelligent Networks and Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICINIS.2012.11","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Trends in Host Search Attack in DNS Query Request Packet Traffic
We statistically investigated the total PTR resource record (RR) based DNS query request packet traffic from the Internet to the top domain DNS server in a university campus network through January 1st to December 31st, 2011. The obtained results are: (1) We found twelve host search (HS) attacks in the scores for detection method using the calculated Euclidean distances between the observed IP address and the last observed IP address in the DNS query keywords by employing both threshold ranges of 1.0-2.0 (consecutive) and 150.2-210.4 (random). However, we found nineteen HS attacks in the scores using the calculated cosine distance between the DNS query IP addresses (threshold ranges of 0.75-0.83 and 0.9-1.0). (3) In the newly found HS attacks, we observed that the source IP addresses of the HS attack DNS query packets are distributed. Therefore, it can be concluded that the cosine distance based detection technology has a possibility to detect the source IP address-distributed host search attack.