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

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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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    ' e+ v9 B$ a3 |  \6 p In the current paper, we present our work towards 8 w# O; y, ]' ?) `5 C8 u
    accelerating intrusion detection operations at the edge network
      s: L( \; }0 D& M5 i! g5 i  ?using FPGAs. Cloud computing and network function - [- k9 ~5 ^# t1 ?6 F% r0 r
    virtualization have led to a new appealing paradigm for service 3 @' @, @6 t) J+ T/ e' b5 _
    delivery and management. Unfortunately, this paradigm fails
    4 U* l9 w. g4 _1 e" }) W0 ^$ ]2 Y5 ito correctly support IoT applications and services that seek
    # ^2 i0 L8 r1 ]5 ?$ H& r& Jbetter communication platforms. Security as a Service can also + y% L: ~: W/ s  P' M( m0 x6 d' J
    be seen as a cloud-based model that needs to be accommodated
    - R: L/ j/ a/ u8 x% b$ Z: A# yto fulfill these services requirements. Again, one of the main
    ; D6 f/ y* [5 M+ j& wissues to be addressed in this context is how to improve the
    6 P3 \6 W$ K0 i- z* }  ~performance of such systems or services in order to make them 2 X" N3 L+ k/ e% c+ Q2 J
    capable of coping with the huge amount of data while ; p9 X  U% p9 S* q* t% @  h
    remaining reliable. A potential solution is the FPGA based ' [$ U4 @% k3 |) P, C6 ?
    edge computing, which is a powerful combination offering 8 h" M3 a+ u+ B7 [/ ?- S+ Y
    FPGA acceleration capabilities together with edge and fog / v) s$ l$ B$ D( ~- u2 l
    benefits. Indeed, our work focusses on devising an Intrusion
    , t+ J( c) }+ `Prevention architecture called FORTISEC (40SEC), that is
    - {( B& _% [2 ]; Mmeant to operate in a completely softwarized as well as in an 0 D; W! ?7 I+ s
    FPGA mode. Thereby, we present suitable algorithms, design 4 a3 K& w6 R8 b/ F7 Y# I# @" I% D
    principles and well defined components towards the 7 y8 L4 u/ U2 K5 P- A
    implementation of accelerated intrusion prevention on the
    - A$ @9 N! Y+ l3 F  |edge. We also present a testbed being utilized for the 4 h8 @" D( t6 ^1 x9 j
    implementation of 40SEC and its performance testing.
    ! ~! X: H! H( i- `. |0 o5 @2 J- Q! M5 b9 i9 p& {% X1 q+ F! x
    0 F4 j; |8 ?1 }+ Y

    Towards Accelerating Intrusion Detection.pdf

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