Taesoo Jun

A Two-Stage Raspberry Pi Security Pipeline for Military IoT Attack Filtering and Quantum-Safe Cloud Transit

Military IoT and tactical sensing deployments face dual threats: contemporary intrusions against MQTT commandand-telemetry channels and long-term quantum threats to operational confidentiality through harvest-now-decrypt-later (HNDL) attacks. We present a hardware-validated two-stage security pipeline for Raspberry Pi...

Adaptive Reconstruction and Deformable Attention for UAV Small-Object Detection

Detecting tiny objects in UAV imagery poses persistent challenges due to severe information loss during backbone downsampling, irregular target geometry, and the failure of global inference to resolve densely clustered micro-objects. We propose a three-component detection framework where each module addresses a specifi...

Quantum-Native Witness-Circuit Attestation Enabling Byzantine-Resistant Federated Error Mitigation Systems