Cloudflare announces Client-Side Security using a GNN+LLM cascading classifier to detect malicious JavaScript with fewer false positives.
- •Assesses 3.5 billion scripts daily via browser reporting with zero latency impact on web applications.
- •A GNN analyzes JavaScript ASTs to identify malicious patterns regardless of obfuscation or minification.
- •An LLM on Workers AI reduces false positives ~3x overall and ~200x for unique scripts by filtering GNN flags.
- •Client-Side Security Advanced is now self-serve; domain-based threat intelligence is free for all customers.
- •The system caught a zero-day core.js exploit targeting home routers via compromised browser extensions.
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