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Entropy DDoS Detection
This project forked from comotion/edd
Entropy DDoS Detection
edd: Entropy DDoS Detector * Author: [email protected] * Idea by [email protected] http://lists.openinfosecfoundation.org/pipermail/oisf-wg-portscan/2009-October/000023.html * Thanks to ebf0 (http://www.gamelinux.org/) whose support code is good enough * License? If U have the code U have the GPL... >:-P Entropy H(P1) + H(P2) + ... + H(Pi) > H(P1P2..Pi) => DDOS Pseudo code: # can segment into destport or src:port:dst:port for each packet count set bits count packet bits sum_entropy = Entropy(packet); track window of n last packets{ increase set & total bit values if(H(window) > H(p1p2..pwin) => DDOS! } /* calculate the simple entropy of a packet, ie * assume all bits are equiprobable and randomly distributed * * needs work: do this with pure, positive ints? * tresholds? markov chains? averaging? * SIMD bitcounts? * * check this with our friend the kolmogorov */ Special: - uses simplistic approximation of Entropy: bits set - uses very fast implementation of bitcount (lookup table or parallel) - counts Entropy for all packets, does not segment on port
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