Novel FPGA-Based Signature Matching for Deep Packet Inspection
Résumé
Deep packet inspection forms the backbone of any
Network Intrusion Detection (NID) system. It involves matching known
malicious patterns against the incoming traffic payload. Pattern
matching in software is prohibitively slow in comparison to current
network speeds. Thus, only FPGA (Field-Programmable Gate Array) or ASIC
(Application-Specific Integrated Circuit) solutions could be efficient
for this problem. Our FPGA-based solution performs high-speed matching
while permitting pattern updates without resource reconfiguration. An
off-line optimization method first finds sub-pattern similarities across
all the patterns in the SNORT database of signatures [17]. A novel
technique then compresses each pattern into a bit vector where each bit
represents such a sub-pattern. Our approach reduces drastically the
required on-chip storage as well as the complexity of matching,
utilizing just 0.05 logic cells for processing and 17.74 bits for
storage per character in the current SNORT database of 6456
patterns.
Domaines
Bibliothèque électronique [cs.DL]Origine | Fichiers produits par l'(les) auteur(s) |
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