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标题: Towards Accelerating Intrusion Detection Operations at the Edge Network usin... [打印本页]
作者: 杨利霞    时间: 2020-11-9 15:29
标题: Towards Accelerating Intrusion Detection Operations at the Edge Network usin...
Towards Accelerating Intrusion Detection
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Operations at the Edge Network using FPGAs
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; M, ]2 H, k- O- N- k' z: Y In the current paper, we present our work towards 6 B* ]; j3 t- D# e1 S) t7 f+ R1 D( [
accelerating intrusion detection operations at the edge network - s( o6 C% v/ _, r. |, J- N% Z
using FPGAs. Cloud computing and network function 6 u1 F) M8 Z, N7 s
virtualization have led to a new appealing paradigm for service 7 q1 B1 w9 ~) [# l8 j
delivery and management. Unfortunately, this paradigm fails
8 V- M& w+ B' A/ W2 q. p' Q* [to correctly support IoT applications and services that seek
2 H( t8 _& V3 }# e; ?8 Q, Jbetter communication platforms. Security as a Service can also - j" O) u3 Y2 n, j
be seen as a cloud-based model that needs to be accommodated : }: @: t7 ?/ H; e; n; e( g7 B7 s
to fulfill these services requirements. Again, one of the main 1 H4 P! s& e# J: J1 ]! ], s
issues to be addressed in this context is how to improve the
: ~$ R: Y6 N4 B9 u" a5 W+ o6 Yperformance of such systems or services in order to make them
& {  J* B. t* j# Q- zcapable of coping with the huge amount of data while ) {$ U; M+ B  z  J  q  f' h/ m- n. A
remaining reliable. A potential solution is the FPGA based # Y' B; I; a2 H3 B6 |
edge computing, which is a powerful combination offering 9 H6 N0 O4 C3 [7 w! F, Y/ {
FPGA acceleration capabilities together with edge and fog
% s- L$ y) Y& E9 D* {5 }benefits. Indeed, our work focusses on devising an Intrusion * e+ ~( }* O. M2 v
Prevention architecture called FORTISEC (40SEC), that is 9 g6 ~; a. \$ N1 e
meant to operate in a completely softwarized as well as in an - z) d% m$ Z& F" @
FPGA mode. Thereby, we present suitable algorithms, design
' S. s. {4 d' @# Aprinciples and well defined components towards the
, p1 W( {, J! r& c0 E' [implementation of accelerated intrusion prevention on the
/ e5 w6 ]$ ]3 Z* A; J" C/ }9 |. Pedge. We also present a testbed being utilized for the
3 D! B2 B$ d# q7 nimplementation of 40SEC and its performance testing. 4 \5 j5 n0 R; ]7 z9 k

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Towards Accelerating Intrusion Detection.pdf

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