Publications
Publications
#19 DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
[05 - 2025] [TMLR] Transactions on Machine Learning Research
PDF arXiv / PDF Google Drive
#18 Latent Diffusion Shield - Mitigating Malicious Use of Diffusion Models through Latent Space Adversarial Perturbations
Huy Phan, Boshi Huang, Ayush Jaiswal, Ekraam Sabir, Prateek Singhal, Bo Yuan
[03 - 2025] [WACV] Winter Conference on Applications of Computer Vision Workshop
PDF WACV / PDF Amazon Science / PDF Google Drive
#17 ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
[01 - 2025] [arXiv]
PDF arXiv / PDF Google Drive
#16 RF Domain Backdoor Attack on Signal Classification Via Stealthy Trigger
Zijie Tang, Tianming Zhao, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
[12 - 2024] [TMC] IEEE Transactions on Mobile Computing
PDF IEEE / PDF Google Drive
#15 Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram
Tianfang Zhang, Huy Phan, Zijie Tang, Cong Shi, Yan Wang, Bo Yuan, Yingying Chen
[11 - 2024] [MobiCom] ACM International Conference On Mobile Computing And Networking (acceptance rate 23.1%)
PDF ACM / PDF Google Drive
#14 Clean and Compact: Efficient Data-Free Backdoor Defense with Model Compactness
Huy Phan, Jinqi Xiao, Yang Sui, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
[10 - 2024] [ECCV] European Conference on Computer Vision (acceptance rate 27.9%)
PDF ECCV / PDF Springer / PDF Google Drive
#13 Multimodal data-driven machine learning for the prediction of surface topography in end milling
L Hu, H Phan, S Srinivasan, C Cooper, J Zhang, B Yuan, R Gao, YB Guo
[01 - 2024] [Production Engineering] Springer Production Engineering
PDF Springer / PDF Google Drive
#12 Stealthy Backdoor Attack on RF Signal Classification
Tianming Zhao, Zijie Tang, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
[07 - 2023] [ICCCN] International Conference on Computer Communications and Networks
PDF IEEE / PDF Google Drive
#11 Security-Preserving Live 3D Video Surveillance
Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei
[06 - 2023] [MMSys] ACM International Conference on Multimedia
PDF ACM / PDF Google Drive / Code GitHub
#10 CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness
Huy Phan, Miao Yin, Yang Sui, Saman Zonouz, and Bo Yuan
[02 - 2023] [AAAI] [ORAL] AAAI Conference on Artificial Intelligence (acceptance rate 19.6%)
PDF AAAI / PDF arXiv / PDF Googe Drive
#09 RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, and Bo Yuan
[10 - 2022] [ECCV] European Conference on Computer Vision (acceptance rate 28%)
PDF ECCV / PDF Springer / PDF Google Drive / Code GitHub
#08 Audio-domain Position-independent Backdoor Attack via Unnoticeable Triggers
Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, and Yingying Chen
[10 - 2022] [MobiCom] ACM International Conference on Mobile Computing and Networking (acceptance rate 18.38%)
PDF ACM / PDF Google Drive
#07 Towards Yield Improvement for AI Accelerators: Analysis and Exploration
Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed
[07 - 2022] [ISVLSI] IEEE Computer Society Annual Symposium on VLSI
PDF IEEE / PDF Google Drive
#06 Visual Privacy Protection in Mobile Image Recognition Using protective Perturbation
Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei
[05 - 2022] [MMSys] Proceedings of the 13th ACM Multimedia Systems Conference
PDF ACM / PDF Google Drive / Code GitHub
#05 BATUDE: Budget-aware Neural Network Compression Based on Tucker Decomposition
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
[02 - 2022] [AAAI] Proceedings of the AAAI Conference on Artificial Intelligence (acceptance rate 15.0%)
PDF AAAI / PDF Google Drive
#04 Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks
Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan
[01 - 2022] [ICASSP] IEEE International Conference on Acoustics, Speech and Signal Processing
PDF IEEE / PDF Google Drive
#03 CHIP: CHannel Independence-based Pruning for Compact Neural Networks
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman Aliari Zonouz, Bo Yuan
[12 - 2021] [NeurIPS] Advances in Neural Information Processing Systems (acceptance rate 26%)
PDF NeurIPS / PDF arXiv / PDF Google Drive / Code GitHub
#02 VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation
Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei
[10 - 2020] [MMSys] ACM International Conference on Multimedia
PDF ACM / PDF Google Drive / Code GitHub
#01 CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
[02 - 2020] [AAAI] AAAI Conference on Artificial Intelligence (acceptance rate 20.6%)
PDF AAAI / PDF arXiv / PDF Google Drive