TY - GEN
T1 - Towards real-time route leak events detection
AU - Su, Shen
AU - Zhang, Beichuan
AU - Ye, Lin
AU - Zhang, Hongli
AU - Yee, Nathan
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/9/9
Y1 - 2015/9/9
N2 - Malicious attack and misconfiguration can cause unreachable websites, network outages, and other damages. Such incidents are usually observed together with anomalous AS paths which violate a 'valley-free' policy. Existing techniques to infer routing policy cannot satisfy industrial demand of real-time route leak detection because they are very likely to trigger false positives. In this paper, we propose an online detection scheme dedicated to detect route leak AS paths. Based on long-lived routing paths, and route anomalous concurrency, we manage to filter possible false positives in online scenarios. Applying this scheme to Oregon's routing data from 2009 to 2013, we detect 136 route leak events. Our evaluation shows that our scheme triggers no false positives, and most of these events are previously unknown to the research and operation communities at large.
AB - Malicious attack and misconfiguration can cause unreachable websites, network outages, and other damages. Such incidents are usually observed together with anomalous AS paths which violate a 'valley-free' policy. Existing techniques to infer routing policy cannot satisfy industrial demand of real-time route leak detection because they are very likely to trigger false positives. In this paper, we propose an online detection scheme dedicated to detect route leak AS paths. Based on long-lived routing paths, and route anomalous concurrency, we manage to filter possible false positives in online scenarios. Applying this scheme to Oregon's routing data from 2009 to 2013, we detect 136 route leak events. Our evaluation shows that our scheme triggers no false positives, and most of these events are previously unknown to the research and operation communities at large.
UR - http://www.scopus.com/inward/record.url?scp=84953738966&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84953738966&partnerID=8YFLogxK
U2 - 10.1109/ICC.2015.7249474
DO - 10.1109/ICC.2015.7249474
M3 - Conference contribution
AN - SCOPUS:84953738966
T3 - IEEE International Conference on Communications
SP - 7192
EP - 7197
BT - 2015 IEEE International Conference on Communications, ICC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - IEEE International Conference on Communications, ICC 2015
Y2 - 8 June 2015 through 12 June 2015
ER -