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universe nonself
detection system
self
false negatives false positives
r=4
0110100101
0100110100
1110111101
1110111101
Match
No match
negative detector Randomly generate detector string
If detector matches self, regenerate otherwise accept
ACCEPT
REGENERATE
randomly created 01101011010110...110101
immature no match during tolerization period
mature & naive match anything during tolerization period
exceed activation threshold don’t exceed activation threshold during lifetime
activated costimulation
no costimulation
memory death
match
holes
holes
local detector set 1
local detector set 2
detection across all nodes
local detector set 3
external computer IP: 20.20.20.5 port: 25 datapath triple (20.20.20.5, 31.14.21.37, smtp)
= 1110111...11
IP: 31.14.21.37 port: 1700
Detection Node sensitivity level
internal computer
detector set
representation parameters
broadcast LAN
Detector Lifecycle (distributed tolerization & death)
0001010010011100011101110...01110 Detector
{immature, naive, memory}
state activation flag
last activation # matches
1.000000 Real Simulated
0.100000
Probability
0.010000
0.001000
0.000100
0.000010
0.000001
0.000000 1
10
100
String Index
1000
Architecture for an Artiï¬cial Immune System
classes of noisy traï¬ic sources, such as web servers and
ftp
servers, ...... 0 Have
storage
capacities on any single node that are small compared to the amount of.
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