BREACH_SIMULATOR_DECK v2
DDoS Simulation Rate 500 PPS
MOCK CPU LOAD 15%
Adjust sliders to compute processor overhead simulation variables dynamically.
Simulations FastAPI WebSocket Mid Range ($500 - $1.2k)

IoT Guardian Pro

Full-Stack Cybersecurity Developer • Case Study

Project Concept

Executing actual network exploits inside training classrooms is dangerous. IoT Guardian runs mock threat vectors safely inside backend python threads, streaming statistics live to student Dashboards.

Technology Choices

FastAPI & WebSockets
React & Tailwind CSS
ReportLab (PDF Exporter)
SQLite Local Database

Simulation Threads

The backend simulator uses threading loops to increment packet logs, updating telemetry states asynchronously without hanging database nodes.

# DDoS thread loop task
while not stop_event.is_set():
    packets = base_rate + random.randint(-50, 50)
    callback(packets)
    time.sleep(1.0)