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[其他资源] Towards Accelerating Intrusion Detection Operations at the Edge Network usin...

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杨利霞        

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    2021-8-11 17:59
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    发表于 2020-11-9 15:29 |只看该作者 |正序浏览
    |招呼Ta 关注Ta
    Towards Accelerating Intrusion Detection

    1 |* x; F: U/ e4 r% p% ?
    Operations at the Edge Network using FPGAs
    4 G- n) W8 Z6 j  s

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    " [3 X" O6 ^% u4 e2 v2 V+ x4 V4 f7 j2 ^& t3 Z2 K( G
    In the current paper, we present our work towards
    / Z# {2 l; k  p; Zaccelerating intrusion detection operations at the edge network
    1 f( Y0 i9 g3 s, Q! ousing FPGAs. Cloud computing and network function
    " k: |/ D, M- u; w3 W) Tvirtualization have led to a new appealing paradigm for service - o& V* ?3 y! X# }; g# C+ b
    delivery and management. Unfortunately, this paradigm fails . b- ^( R2 t3 A6 v, K1 t$ y
    to correctly support IoT applications and services that seek
    0 D" J, v0 I1 r$ G1 hbetter communication platforms. Security as a Service can also & h4 Q, N: Z0 V/ q, |
    be seen as a cloud-based model that needs to be accommodated 1 n- h+ i6 j! L. d5 ]7 \
    to fulfill these services requirements. Again, one of the main
    + e3 ~; o7 I7 @8 [issues to be addressed in this context is how to improve the $ k6 X) G, y+ P* D' d0 Z/ s
    performance of such systems or services in order to make them / X; q3 W2 J$ S: ]$ c& b
    capable of coping with the huge amount of data while
    7 _# H" k. p; h$ hremaining reliable. A potential solution is the FPGA based
    7 m; `' J/ `# A7 m$ ~' Z5 D% ^edge computing, which is a powerful combination offering
    0 V/ m3 P3 e' o  BFPGA acceleration capabilities together with edge and fog
    3 k( E: Y. M4 f* _$ e/ Wbenefits. Indeed, our work focusses on devising an Intrusion $ c9 j4 l9 w& T$ ]
    Prevention architecture called FORTISEC (40SEC), that is 9 o7 _! Z, D7 ~# `0 I% E3 T. P: x
    meant to operate in a completely softwarized as well as in an 4 M+ ?$ B1 k' ^- ~, w
    FPGA mode. Thereby, we present suitable algorithms, design
    3 R6 e; `3 ?& `2 P) cprinciples and well defined components towards the
    4 K0 w8 j0 z" A3 y8 c2 r8 k  Yimplementation of accelerated intrusion prevention on the
    : G) R% O, w" ~+ n& t1 Uedge. We also present a testbed being utilized for the
    " k: L* ^: B& }' Gimplementation of 40SEC and its performance testing.
    2 l1 w3 E5 f6 T  B( q. c7 \  c, J8 _3 m2 f* K& c  R/ T! n
    . ~3 u2 c5 _1 x" L) D  v

    Towards Accelerating Intrusion Detection.pdf

    1.41 MB, 下载次数: 0, 下载积分: 体力 -2 点

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