ebpf-k8s-attack-detection / flat /metrics_flat02_perattack.csv
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variant,split,n,roc_auc,pr_auc,fpr_at_r90
m1,overall,3218,0.7627406389572937,0.2677484906458368,0.564935064935065
m1,atk:distroless_revshell,2945,0.8265730114760586,0.2611583267097437,0.8557758031442242
m1,atk:k8sapi,2941,1.0,1.0,0.0
m1,atk:ld_preload,2971,0.528370167843852,0.02459304337385334,0.6349965823650034
m1,atk:revshell,2947,0.699060964098558,0.03954158761832526,0.5710868079289132
m1,atk:suid_escalation,2932,0.9913989519252677,0.3124871160585446,0.017088174982911826
m1,atk:xmrig,3112,0.7936024077789783,0.12439687820350823,0.22863978127136023
m2,overall,3218,0.784584827573292,0.2473945827930273,0.7235133287764867
m2,atk:distroless_revshell,2945,0.8090621290067272,0.028699647321899443,0.696514012303486
m2,atk:k8sapi,2941,0.9746639325586695,0.0934266171035557,0.03588516746411483
m2,atk:ld_preload,2971,0.3366978051188578,0.010958805717147564,0.924812030075188
m2,atk:revshell,2947,0.5193177749568727,0.008514576021553278,0.8902939166097061
m2,atk:suid_escalation,2932,0.9003759398496242,0.01149284111090762,0.16473000683527
m2,atk:xmrig,3112,0.9013295702599606,0.23406704154025096,0.10457963089542037