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ResearchFormerly WizWand

Targeted attack detection

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Alpaca OnlyTarget Short

100TPR

56

Mar 4, 2026

Alpaca OnlyTarget Medium

100TPR

56

Mar 4, 2026

CIC-IDS IID 2018

97Accuracy

48

Feb 26, 2026

Alpaca AddTarget Medium

100TPR

35

Mar 4, 2026

Edge-IIoTset non-IID 40% Adversaries

92Detection Performance

16

Feb 26, 2026

Edge-IIoTset non-IID, 20% Adversaries

94Detection Performance

16

Feb 26, 2026

Edge-IIoTset non-IID 10% Adversaries

95Detection Rate

16

Feb 26, 2026

CIC-IDS 2018 (non-IID, 40% Adversaries)

92Detection Performance

16

Feb 26, 2026

CIC-IDS non-IID 20% Adversaries 2018

93Detection Accuracy

16

Feb 26, 2026

CIC-IDS non-IID 10% Adversaries 2018

95Detection Accuracy

16

Feb 26, 2026