Model Poisoning Detection
Monitor AI models for adversarial attacks and data poisoning attempts
Active Threat Detected
Anomalous patterns detected in GPT-Shield-v3. Potential data poisoning attack in progress. 156 suspicious samples identified in the last hour.
24
Models Protected
156
Attacks Detected
94.2%
Accuracy Score
99.1%
Detection Rate
Model Health Monitor
Real-time accuracy and drift detection
Anomaly Detection
Recent Detections
Data Poisoning
Model: GPT-Shield-v3 • 523 samples affected
Adversarial Pattern
Model: BERT-Defender • 342 samples affected
Distribution Shift
Model: Vision-Guard-2.0 • 156 samples affected
Backdoor Trigger
Model: Multi-Modal-Protector • 789 samples affected
Data Poisoning
Model: GPT-Shield-v3 • 432 samples affected
Adversarial Pattern
Model: BERT-Defender • 123 samples affected
Model Performance
Current Performance
Average: 88.5%
vs baseline
Baseline Target
Average: 91.7%
performance