6 citations · 7 across the 8 of their papers we have counts for
8 papers
TooBad: Backdoor Diffusion Models with Ultra-Low Poison Rate and Imperceptible Trigger
Vu Tuan Truong, Long Bao Le
Diffusion models (DMs), despite their impressive capabilities across a wide range of generative tasks, have been shown to be vulnerable to backdoor attacks. However, existing backd…
Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models
Vu Tuan Truong, Long Bao Le
Large Language Models (LLMs), despite their impressive capabilities across domains, have been shown to be vulnerable to backdoor attacks. Prior backdoor strategies predominantly op…
Agentic AI Meets Edge Computing in Autonomous UAV Swarms
Thuan Minh Nguyen, Vu Tuan Truong, Long Bao Le
The integration of agentic AI, powered by large language models (LLMs) with autonomous reasoning, planning, and execution, into unmanned aerial vehicle (UAV) swarms opens new opera…
A Dual-Purpose Framework for Backdoor Defense and Backdoor Amplification in Diffusion Models
Vu Tuan Truong, Long Bao Le
Diffusion models have emerged as state-of-the-art generative frameworks, excelling in producing high-quality multi-modal samples. However, recent studies have revealed their vulner…
PureDiffusion: Using Backdoor to Counter Backdoor in Generative Diffusion Models
Vu Tuan Truong, Long Bao Le
Diffusion models (DMs) are advanced deep learning models that achieved state-of-the-art capability on a wide range of generative tasks. However, recent studies have shown their vul…
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey
Vu Tuan Truong, Luan Ba Dang, Long Bao Le
Diffusion models (DMs) have achieved state-of-the-art performance on various generative tasks such as image synthesis, text-to-image, and text-guided image-to-image generation. How…
Delay and Overhead Efficient Transmission Scheduling for Federated Learning in UAV Swarms
Duc N. M. Hoang, Vu Tuan Truong, Hung Duy Le +1
This paper studies the wireless scheduling design to coordinate the transmissions of (local) model parameters of federated learning (FL) for a swarm of unmanned aerial vehicles (UA…
Intelligent Radio Signal Processing: A Survey
Quoc-Viet Pham, Nhan Thanh Nguyen, Thien Huynh-The +3
Intelligent signal processing for wireless communications is a vital task in modern wireless systems, but it faces new challenges because of network heterogeneity, diverse service…