AI-Powered Threat Detection
In 2025, AI algorithms will analyze network traffic in real-time using predictive models trained on historical breach data. This enables autonomous response systems capable of isolating infected endpoints before human operators even notice anomalies.
```python
# Simplified threat detection model
def analyze_network_traffic(pkt):
features = extract_features(pkt)
risk_score = ml_model.predict(features)
if risk_score > 0.8:
log_alert(pkt)
isolate_compromised_device()
```