## Quick Analysis

### Transaction Checker

Real-time Analysis
Transaction ID
Amount (₹)
Merchant
Location

### Analysis Result

#### Total Transactions

+12.5% vs yesterday
15,847
14,392 Safe 1,455 Blocked

#### Detection Rate

+0.3% accuracy
99.2%
False Positives: 0.5%

#### Risk Score

-5.2% vs last week
2.8%
Average fraud probability

#### Response Time

-12ms faster
45ms
Average processing time

### Fraud Detection Trends

#### Risk Distribution

#### Transaction Volume

### Real-time Activity

TXN001 - ₹1,500
Just now • Amazon
TXN002 - ₹45,000
2 mins ago • Unknown
TXN003 - ₹850
3 mins ago • Grocery Store

## Machine Learning Models

Advanced ensemble of AI models for fraud detection

### Advanced Ensemble

Active
Accuracy 98.7%
Precision 96.2%
Recall 94.8%

### GNN-Transformer

Training
Accuracy 97.3%
Precision 95.1%
Recall 93.7%

### Reinforcement Learning

Active
Reward +2.34
Episodes 1,247
Success Rate 89.2%

## Security Alerts

Real-time monitoring and alert management

#### High-Risk Transaction Detected

Unusual transaction pattern detected from IP: 192.168.1.100

2 minutes ago

#### Model Performance Update

GNN-Transformer model completed training with 97.3% accuracy

15 minutes ago

#### System Health Check

All systems operational, fraud detection rate: 99.2%

1 hour ago

## System Settings

Configure fraud detection parameters and notifications

### Fraud Detection Thresholds

High Risk Threshold
0.8
Medium Risk Threshold
0.5

### Notification Settings

Email Alerts
SMS Alerts
Push Notifications

### Data Processing

Batch Size
Processing Interval (seconds)
Processing...
Analytics ML Models Alerts Settings

## Dashboard Overview

### Transaction Volume

0
+12.5% from yesterday

### Fraud Rate

0.02%
+0.01% from yesterday

### Model Accuracy

98.7%
+0.3% from last week

### Response Time

45ms
-5ms from yesterday

### Real-time Transactions

### Fraud Detection Trends

### Model Performance

XGBoost
94%
LightGBM
92%
Random Forest
89%
Isolation Forest
87%

## Transaction Analysis

Transaction ID
Amount (₹)
Merchant
Location

## Advanced Analytics

### Federated Learning Status

Participating Banks 5
Global Model Accuracy 96.8%
Privacy Level High

### Blockchain Audit Trail

Blocks Mined 1,247
Audit Records 45,892
Integrity Score 100%

### Threat Intelligence

High Risk IPs: 23
Medium Risk: 156
Low Risk: 1,234

## Machine Learning Models

### Advanced Ensemble

Active
Accuracy 98.7%
Precision 96.2%
Recall 94.8%

### GNN-Transformer

Training
Accuracy 97.3%
Precision 95.1%
Recall 93.7%

### Reinforcement Learning

Active
Reward +2.34
Episodes 1,247
Success Rate 89.2%

## Security Alerts

## System Settings

### Fraud Detection Thresholds

High Risk Threshold 0.8
Medium Risk Threshold 0.5

### Notification Settings

Email Alerts
SMS Alerts
Push Notifications

Processing...