
AI in SMS Fraud Detection
SIM box fraud is a growing threat for mobile operators worldwide. Fraudsters now exploit networks using bulk A2P SMS disguised as P2P traffic. Traditional tools struggle to detect these tactics—making AI SMS firewalls a critical defense for operators seeking to protect revenue and network integrity.
Originally used to bypass international call termination fees, SIM boxes and SIM farms have evolved. Today, fraudsters use them to send massive volumes of SMS messages; messages usually sent by applications, now sent using mobile SIMs to mimic subscriber traffic. Instead of paying required premium rates for such messages, they are sent using cheap prepaid bundles. SMS Firewalls can detect spoofed MO SMS messages sent by fraudsters, but not these, as they originate from real SIMs of the home network and are almost indistinguishable from genuine messages. The result? Lost revenue, network strain, reputational damage and regulatory sanctions for operators.
Because SIM-box traffic bypasses the legitimate A2P routes that are monetized, mobile operators lose millions in potential revenue every year due to this traffic blending technique. Worse still, conventional firewalls often miss these patterns, especially when fraudsters slightly modify the content to avoid keyword-based detection.

Preventing A2P Fraud with SmartGuard SMS Firewall
At Enghouse Networks, we believe that the fight against SMS fraud needs to evolve—fast. That’s why our SmartGuard SMS Firewall now includes AI-powered traffic analysis and campaign detection.
SmartGuard leverages advanced AI to analyze SMS traffic in near real time and uncover hidden patterns that traditional firewalls miss. Even when fraudsters disguise their messages or use different SIM cards and numbers, SmartGuard identifies similarities, clusters them into potential campaigns, and highlights them for immediate action.
This AI-driven approach enables:
- Early detection of suspicious SMS campaigns, including OTPs and mass marketing messages sent via SIM boxes.
- Reduction in revenue leakage by identifying and exposing bypass traffic that mimics P2P usage.
- Operational efficiency, by delivering actionable alerts through an intuitive dashboard, empowering operators to react instantly.
- Full protection of legitimate user traffic while filtering fraudulent behavior that puts the network at risk.
By using SmartGuard, operators don’t just react to fraud, they prevent it, with speed, intelligence, and scale.

Revenue Protection with AI SMS Firewalls
SmartGuard enables near real-time detection and disruption of rogue OTP or marketing campaigns sent through SIM boxes. Operators can begin to address the revenue loss from gray routes and protect their networks from abuse—all without adding operational complexity.
Learn More
As SMS fraud tactics grow more advanced, using AI-powered tools like SmartGuard helps telecom operators stay proactive, reduce revenue loss, and safeguard their networks.
Explore the full picture: Download our Operator’s Guide to SMS Fraud to learn how to detect, block, and prevent A2P bypass attacks with AI.
