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Papers Benchmarks Datasets Tasks

CADETS dataset and benchmarks · SOTA2 Research

Research Datasets

CADETS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Intrusion Detection

Cadets-E3

100ADP (Mean)

10

Textual Quality Evaluation

Cadets E3 (test)

56GLEU

10

Intrusion Detection

Cadets E5

100ADP (Mean)

8

APT attack investigation

CADETS E3

4Detected IOCs (Initial)

8

Provenance Graph Synthesis

Cadets E3

1.47Degree

5

Attack subgraph reconstruction

Cadets C4

90Recall

4

Attack subgraph reconstruction

Cadets C3

95Recall

4

Attack subgraph reconstruction

Cadets C2

75Recall

4

Attack subgraph reconstruction

Cadets C1

100Recall

4

Advanced Persistent Threat Detection

CADETS

99.9Precision

4

Graph-level attack detection

E3-CADETS

80Precision

3

Detection Performance

Cadets E5

1μAr

1

Popular tasks

Attack subgraph reconstruction Intrusion Detection Advanced Persistent Threat Detection APT attack investigation Graph-level attack detection

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