Albertokeroro / Edge-AI-Jamming-Detection Public
Target: customHeltecv4 Clone this project

Test data

Set thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.

Apply filters

Sample name Expected outcome Length Accuracy Result
JammerB_attack_sweep.6pcekdkq.s3.s2 attack_sweep 7,300ms 0% 6 noise, 3 attack_flood, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
JammerB_attack_sweep.6pcekdkq.s3.s1 attack_sweep 6,480ms 0% 6 attack_flood, 2 uncertain, 1 noise
Show classification Show in data acquisition Show in feature explorer
JammerB_attack_pulse.6pce4f7q attack_pulse 100,000ms 0% 196 attack_sweep, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
JammerB_attack_flood.6pcdradg attack_flood 100,000ms 100% 197 attack_flood
Show classification Show in data acquisition Show in feature explorer
noise_b.6pcet9av noise 100,000ms 100% 197 noise
Show classification Show in data acquisition Show in feature explorer
JammerB_attack_stun.6pce85on attack_stun 100,000ms 46% 90 attack_stun, 54 uncertain, 42 attack_tone, 9 noise, 2 attack_flood
Show classification Show in data acquisition Show in feature explorer
JammerB_attack_tone.6pce0b9u attack_tone 100,000ms 52% 102 attack_tone, 56 uncertain, 29 attack_stun, 6 attack_flood, 4 noise
Show classification Show in data acquisition Show in feature explorer
plazaMora.6pa9rijq noise 300,000ms 98% 586 noise, 8 uncertain, 3 attack_stun
Show classification Show in data acquisition Show in feature explorer
plazaMora.6paa6tkr noise 300,000ms 99% 589 noise, 5 uncertain, 3 attack_tone
Show classification Show in data acquisition Show in feature explorer
attack_walking4.6pa3qnhu attack_stun 100,000ms 46% 91 attack_stun, 59 uncertain, 30 attack_tone, 17 attack_flood
Show classification Show in data acquisition Show in feature explorer
attack_walking2.6pa3mkse attack_pulse 100,000ms 100% 197 attack_pulse
Show classification Show in data acquisition Show in feature explorer
attack_walking5.6pa3uef6 attack_sweep 100,000ms 100% 197 attack_sweep
Show classification Show in data acquisition Show in feature explorer
attack_walking2.6pa3j4ij attack_tone 100,000ms 48% 95 attack_tone, 52 uncertain, 33 attack_stun, 15 attack_flood, 2 noise
Show classification Show in data acquisition Show in feature explorer
plazaMora.6paaacrg noise 100,000ms 99% 195 noise, 1 attack_stun, 1 attack_tone
Show classification Show in data acquisition Show in feature explorer
attack_walking_1.6pa3fgm4 attack_flood 99,860ms 100% 196 attack_flood
Show classification Show in data acquisition Show in feature explorer
cleanthunderstorm.6nu9cqtt noise 600,000ms 100% 1195 noise, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
cleanthunderstorm.6nu5nk0s noise 289,200ms 100% 575 noise
Show classification Show in data acquisition Show in feature explorer
Filter yielded no results, click to adjust the filter

Model testing output

Results

Model version:
Accuracy
87.38%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.96
Weighted average Precision 0.91
Weighted average Recall 0.89
Weighted average F1 score 0.89

Confusion matrix

Loading...

Feature explorer

Loading...
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy