Black Hat USA 2025 | Analyzing Smart Farming Automation Systems for Fun and Profit

Black Hat
Black HatMar 19, 2026

Why It Matters

Insecure smart‑farming systems expose global agricultural operations to data theft, ransomware, and remote sabotage, threatening food‑production continuity and farmer privacy.

Key Takeaways

  • Smart tractor automation kits cost $5‑10k, cheap vs $250k tractors.
  • MQTT broker uses static credentials, enabling device impersonation.
  • Researchers accessed global data from thousands of tractors via insecure TLS.
  • Vendor’s lock command can remotely disable tractors, causing denial of service.
  • GPS data reveals privacy leaks and misuse on public roads.

Summary

The Black Hat USA 2025 talk examined the rapid rise of smart‑farming automation kits that retrofit conventional tractors with GPS‑guided steering, tablet HMI, and cloud‑connected services. The presenters, Felix and Bernhard, highlighted how inexpensive add‑on solutions—typically $5‑10 k—are being sold across Europe and Asia, turning multi‑million‑dollar machinery into data‑rich IoT endpoints.

Their research uncovered a severely flawed MQTT architecture: devices communicate over TLS but skip certificate validation, reuse a single username/password pair, and expose a client‑side TLS certificate that can be extracted with dynamic instrumentation. By hijacking the broker, the team impersonated any tractor, subscribed to wildcard topics, and harvested real‑time GPS, telemetry, and even farmer email addresses from tens of thousands of units worldwide.

Demonstrations included a ransomware‑infected milking robot that halted vital cow health data, an infrared drone spotting wildlife before plowing, and a live lock‑command exploit that disabled a tractor’s automation and flooded the operator with pop‑up alerts. The researchers also mapped tractors operating on public roads and near conflict zones, revealing both privacy violations and geopolitical exposure.

The findings underscore a critical security gap in agricultural IoT: insecure credential management, inadequate broker authorization, and the ability for a single attacker to disable or manipulate field equipment at scale. Farmers face operational downtime, data privacy breaches, and potential safety hazards, while vendors risk regulatory scrutiny and loss of trust unless they overhaul authentication, encryption, and device‑level controls.

Original Description

The digital transformation of agriculture has led to a change in technology. This includes modernized farming equipment with smart capabilities and the development and widespread adoption of retrofit automation systems for legacy farming equipment to extend the lifespan and use existing legacy resources, similar to security efforts for legacy systems in OT.
This research presents a security analysis of the FJ Dynamics Steering Kit, a leading aftermarket solution for autonomous tractor capabilities, which is sold under different labels in Asia, Europe and the United States. Our investigation revealed critical vulnerabilities enabling unauthorized global tracking of tractors, system manipulation, and potential safety compromises, highlighting significant risks to agricultural operations and public safety.
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Tracking the Tractors: Analyzing Smart Farming Automation Systems for Fun and Profit
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