Albertokeroro / Edge-AI-Jamming-Detection Public
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

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Sample name Expected outcome Length Accuracy Result
JammerB_attack_sweep.6pcekdkq.s3.s2 attack_sweep 7,300ms 0% 8 attack_flood, 2 noise, 1 uncertain
JammerB_attack_sweep.6pcekdkq.s3.s1 attack_sweep 6,480ms 0% 9 attack_flood
JammerB_attack_pulse.6pce4f7q attack_pulse 100,000ms 0% 197 attack_sweep
JammerB_attack_flood.6pcdradg attack_flood 100,000ms 100% 197 attack_flood
noise_b.6pcet9av noise 100,000ms 100% 197 noise
JammerB_attack_stun.6pce85on attack_stun 100,000ms 22% 103 uncertain, 43 attack_stun, 42 attack_tone, 5 noise, 4 attack_flood
JammerB_attack_tone.6pce0b9u attack_tone 100,000ms 38% 93 uncertain, 74 attack_tone, 17 attack_stun, 8 attack_flood, 5 noise
plazaMora.6pa9rijq noise 300,000ms 96% 571 noise, 21 uncertain, 5 attack_stun
plazaMora.6paa6tkr noise 300,000ms 98% 588 noise, 6 uncertain, 3 attack_tone
attack_walking4.6pa3qnhu attack_stun 100,000ms 25% 98 uncertain, 49 attack_stun, 25 attack_flood, 25 attack_tone
attack_walking2.6pa3mkse attack_pulse 100,000ms 100% 197 attack_pulse
attack_walking5.6pa3uef6 attack_sweep 100,000ms 100% 197 attack_sweep
attack_walking2.6pa3j4ij attack_tone 100,000ms 31% 88 uncertain, 62 attack_tone, 30 attack_stun, 16 attack_flood, 1 noise
plazaMora.6paaacrg noise 100,000ms 98% 194 noise, 2 uncertain, 1 attack_tone
attack_walking_1.6pa3fgm4 attack_flood 99,860ms 100% 196 attack_flood
cleanthunderstorm.6nu9cqtt noise 600,000ms 100% 1193 noise, 4 uncertain
cleanthunderstorm.6nu5nk0s noise 289,200ms 100% 575 noise
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Model testing output

Results

Model version:
Area under ROC Curve 0.98
Weighted average Precision 0.90
Weighted average Recall 0.88
Weighted average F1 score 0.88
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