Trajectory sampling for direct traffic observation
IEEE/ACM Transactions on Networking (TON)
A taxonomy of DDoS attack and DDoS defense mechanisms
ACM SIGCOMM Computer Communication Review
Defending against flooding-based distributed denial-of-service attacks: a tutorial
IEEE Communications Magazine
Bio-inspired Feedback Loops for Self-Organized Event Detection in SANETs
IWSOS '08 Proceedings of the 3rd International Workshop on Self-Organizing Systems
Self-organized event detection in sensor networks using bio-inspired promoters and inhibitors
Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems
Reaction-diffusion based autonomous control of wireless sensor networks
International Journal of Sensor Networks
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Self-organization techniques based on promoters and inhibitors has been intensively studied in biological systems. Promoters enable an on-demand amplification of reactions to a particular cause. This allows to react quickly with appropriate countermeasures. On the other hand, inhibitors are capable of regulating this uncontrolled amplification by suppressing the reaction. In this paper, we demonstrate the applicability of these mechanisms in a network security scenario consisting of network monitoring elements, attack detection, and firewall devices. Previous work identified most existing detection approaches as not suitable for high-speed networks. This problem can be alleviated by separating the methodologies for network monitoring and for subsequent data analysis. In this paper, we present an adaptation algorithm that allows to manage the individual configuration parameters in order to optimize the overall system. We show the advantages of self-regulating techniques based on promoters and inhibitors that lead to maximized security and that gracefully degradate in case of overload situations. We created a simulation model to verify the algorithms. The results of the conducted simulations encourage further studies in this field.