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Dataset I

Benchmarks

Task NameDataset NameSOTA ResultTrend
Remote Data Exfiltration DetectionDataset I standalone malicious tools 1.0
FNR0.04
10
Response Time Amplification DetectionDataset I standalone malicious tools 1.0
FNR72
5
GPU Compute Hijacking DetectionDataset I standalone malicious tools 1.0
FNR93
5
CPU Compute Hijacking DetectionDataset I standalone malicious tools 1.0
FNR96
5
Remote Program Downloading DetectionDataset I standalone malicious tools 1.0
FNR5
5
Local File Deletion DetectionDataset I standalone malicious tools 1.0
FNR50
5
Malicious Database Injection DetectionDataset I standalone malicious tools 1.0
FNR75
5
API Key Abuse DetectionDataset I standalone malicious tools 1.0
FNR0
5
Local Data Exfiltration DetectionDataset I standalone malicious tools 1.0
FNR71
5
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