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Quan Le-Trung

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Open access 2026

GradFA: A Unified Gradient-Based Attribution Framework for Backdoor Detection and Mitigation in DRL-Based O-RAN xApps

The Open Radio Access Network (O-RAN) xApp marketplace lets operators deploy third party deep reinforcement learning (DRL) applications into the Near-Real-Time RAN Intelligent Controller (Near-RT RIC), yet provides no way to verify the integrity of a submitted model. To tackle the problem, we propose GradFA (Gradient-b...

An Thi Duong, Ha Dao, T. Le et al. · 0 citations
Conference Open access Jul 2026

QCOEM: Quantum Cloud Orchestration with Evolutionary Multi-Objective Optimization

The QCOEM framework can deliver stable, high-fidelity execution and lightweight resource management for quantum cloud computing and shows zero task rescheduling and about 30% higher mean fidelity than noise-agnostic heuristics, while maintaining bounded scheduling overhead.

Tam N. Pham, H. T. Nguyen, Quan Le-Trung · 0 citations

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