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SOTA Threat Detection benchmarks and papers with code | Wizwand
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Threat Detection
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SIEM log entries 20,000
SQM
Accuracy
82.8
12
2mo ago
NSL-KDD
FedAvg
Accuracy
97.2
11
3mo ago
Tri-IDS (BOT-IOT + CICIDS2017 + NSL-KDD)
KAN-LSTM
Accuracy
93.76
8
3mo ago
Consolidated Security Threats All Threats
Dynamic TM
Total Detected
17
7
4mo ago
ML/AI-Specific Architectural Threats
Dynamic TM
Total Detected
7
7
4mo ago
Traditional Infrastructure Threats
Dynamic TM
Total Detected
10
7
4mo ago
Session Stream (test)
Rules
F1 (Account Takeover)
100
4
1mo ago
Transaction Stream (Synthetic Banking Dataset) (test)
three-component fusion architecture
CNP Fraud F1
62.9
4
1mo ago
OpenClaw 140 adversarial instances
ClawKeeper
Defense Success Rate
85
4
4mo ago
CICIDS 2017
FedAvg
Accuracy
98.1
4
4mo ago
Medical CT Material m4 (test)
Method [31]
PD
80
3
1mo ago
Medical CT Material m3 (test)
Method [31]
Probability of Detection (PD)
0.85
3
1mo ago
Medical CT Material m2 (test)
Method [31]
Probability of Detection (PD)
84
3
1mo ago
Medical CT Material m1 (test)
Method [31]
PD (Probability of Detection)
94
3
1mo ago
CICIDS stream 2017 (test)
MALCDF
TP (True Positives)
15
3
4mo ago
SecureScan Evaluation Dataset
SecureScan
Accuracy
93.1
3
4mo ago
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