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Several researchers have proposed a variety of techniques for detecting routing attacks using anomaly detection For example, Zhang and Lee [104, 105] have discussed the use of anomaly detection for detecting attacks against AODV, dynamic source routing (DSR), and destination-sequenced distance-vector routing (DSDV) and have presented experimental results for the effectiveness of the techniques discussed there The big advantage of anomaly-based detection is its simplicity The various values need to be calculated and compared with the pre-determined thresholds The big disadvantage is that this technique can only be used for detecting a subset of routing attacks It is not possible to create appropriate metrics, especially for subtle attacks where a single node is the target of the attack The other disadvantage of this technique as discussed earlier is the potential generation of false positives 5623 Misuse Detection Vigna et al [5] describe some examples of potential misuse detection schemes for AODV One potential attack described there is when a node drops AODV RREQ messages or RREP messages This type of attack signi cantly disrupts network connectivity by making it more dif cult to propagate route information The detection scheme proposed is based on detectors that monitor the behavior of neighboring nodes If neighbors do not propagate the routing messages as expected within the expected timeout then an attack is inferred Several other attacks that can be detected using this technique are also described there 5624 Speci cation-Based Detection The speci cation-based intrusion detection technique is usually based on building nite state machines that re ect the expected behavior of a node as discussed earlier Tseng et al [4] propose a nite state machine for detecting attacks against AODV using such an approach For example, whenever a node receives a new RREQ it either forwards the RREQ message if it does not know the path to the destination or generates a RREP message If the node does not do either then it is possibly malicious Also, if it generates incorrect RREP message advertising incorrect paths, then that is also is an indication of malicious behavior In order to detect such behavior the detector needs to maintain up-to-date information on the current view of available paths that the monitored node is aware of The previous discussion illustrates the challenges associated with the speci cationbased intrusion detection technique A detector eeds to monitor a node very closely. pdf ocr sdk open source Free OCR Software - Optical Character Recognition and Scanning ...
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