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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 |倒序浏览
    |招呼Ta 关注Ta
    Towards Accelerating Intrusion Detection

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    Operations at the Edge Network using FPGAs

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    . u5 v* Z* G9 D( ~: L0 | In the current paper, we present our work towards
    6 {1 V' y8 }' x& \5 A5 Iaccelerating intrusion detection operations at the edge network 7 E- `5 U% C0 O4 e" J( h! b
    using FPGAs. Cloud computing and network function 2 Z2 W# ^$ W( z" d* x9 @; R7 R
    virtualization have led to a new appealing paradigm for service 6 K. J% v& P7 @3 c0 k9 v2 Z
    delivery and management. Unfortunately, this paradigm fails 1 _- I5 A# H( L0 q
    to correctly support IoT applications and services that seek
    # [  z! a2 e+ G& n$ O9 V, [' a" B" zbetter communication platforms. Security as a Service can also % A: o) @' U: R- M% N
    be seen as a cloud-based model that needs to be accommodated ) i! L; `" ]0 V" o6 P9 k
    to fulfill these services requirements. Again, one of the main
    ' {8 j" w& d' f9 B' u5 C& Fissues to be addressed in this context is how to improve the
    9 l- _! H" H) S; g1 Zperformance of such systems or services in order to make them
    1 R$ T# j' e8 I6 bcapable of coping with the huge amount of data while
    ; ]: K/ k" o5 T5 b) p4 V4 jremaining reliable. A potential solution is the FPGA based
    6 A9 e4 w1 z7 X, z# q' t9 Wedge computing, which is a powerful combination offering
    ! B: A" y) v2 ~) g: vFPGA acceleration capabilities together with edge and fog & O# h: w, w' p6 L& X! D
    benefits. Indeed, our work focusses on devising an Intrusion ; t, k2 g8 D$ ]' A
    Prevention architecture called FORTISEC (40SEC), that is 8 b8 I6 G; Z. W+ ?. r
    meant to operate in a completely softwarized as well as in an
      f  `1 O; z: K5 C( HFPGA mode. Thereby, we present suitable algorithms, design
    9 K1 ]  s$ _) R; oprinciples and well defined components towards the
    1 |- G; T6 b7 ~* c0 M% S* mimplementation of accelerated intrusion prevention on the
    $ ?0 _7 }$ ?7 o$ ~: Dedge. We also present a testbed being utilized for the 3 f( p( i# k3 r$ b% v) F+ T
    implementation of 40SEC and its performance testing.
    4 A9 W) q3 a) h9 c* V# `) L- a6 D, ]& j8 v1 d5 U5 y# e

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    Towards Accelerating Intrusion Detection.pdf

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