Shangwei Guo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 78

Top Topics

Differential Privacy

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Inf. Forensics Secur.

Publications

Fei Yang, Xu Zhang, Shangwei Guo, Daiyuan Chen, Yan Gan, Tao Xiang, Yang Liu
Robust and privacy-preserving collaborative training: a comprehensive survey. Artif. Intell. Rev. 57 (7) (2024)
Ning Wang, Jixuan Duan, Biwen Chen, Shangwei Guo, Tao Xiang, Kai Zeng
Efficient Group Key Generation Based on Satellite Cluster State Information for Drone Swarm. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zhirui Zeng, Tao Xiang, Shangwei Guo, Jialing He, Qiao Zhang, Guowen Xu, Tianwei Zhang
Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yutong Wu, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
You Only Query Once: An Efficient Label-Only Membership Inference Attack. ICLR (2024)
Jun Li, Shangwei Guo, Luhan Wang, Shaokun Han
CompleteDT: Point cloud completion with information-perception transformers. Neurocomputing 592 (2024)
Hao Wang, Tao Xiang, Shangwei Guo, Jialing He, Hangcheng Liu, Tianwei Zhang
TransTroj: Transferable Backdoor Attacks to Pre-trained Models via Embedding Indistinguishability. CoRR (2024)
Han Qiu, Yi Zeng, Qinkai Zheng, Shangwei Guo, Tianwei Zhang, Hewu Li
An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks. IEEE Trans. Computers 73 (3) (2024)
Ying Yang, Tao Xiang, Xiao Lv, Shangwei Guo, Tieyong Zeng
The Illusion of Visual Security: Reconstructing Perceptually Encrypted Images. IEEE Trans. Circuits Syst. Video Technol. 34 (5) (2024)
Wei Gao, Xu Zhang, Shan Huang, Shangwei Guo, Peng Sun, Yonggang Wen, Tianwei Zhang
AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads. ICS (2024)
Guanlin Li, Han Qiu, Shangwei Guo, Jiwei Li, Tianwei Zhang
Rethinking Adversarial Training with Neural Tangent Kernel. CoRR (2023)
Ziheng Huang, Boheng Li, Yan Cai, Run Wang, Shangwei Guo, Liming Fang, Jing Chen, Lina Wang
What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network. CoRR (2023)
Hangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang, Xiaofeng Liao
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding. CoRR (2023)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Yan Gan, Wenjian He, Xiaofeng Liao
Towards Query-Efficient Black-Box Attacks: A Universal Dual Transferability-Based Framework. ACM Trans. Intell. Syst. Technol. 14 (4) (2023)
Han Li, Hangcheng Liu, Shangwei Guo, Mingliang Zhou, Ning Wang, Tao Xiang, Tianwei Zhang
Smaller Is Bigger: Rethinking the Embedding Rate of Deep Hiding. CoRR (2023)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Secure Decentralized Image Classification With Multiparty Homomorphic Encryption. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
Text Classification via Large Language Models. CoRR (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. ICFPT (2023)
Guanlin Li, Guowen Xu, Shangwei Guo, Han Qiu, Jiwei Li, Tianwei Zhang
Extracting Robust Models with Uncertain Examples. ICLR (2023)
Ziheng Huang, Boheng Li, Yan Cai, Run Wang, Shangwei Guo, Liming Fang, Jing Chen, Lina Wang
What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Networks. ICCV (2023)
Hangcheng Liu, Tao Xiang, Shangwei Guo, Han Li, Tianwei Zhang, Xiaofeng Liao
Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip-Hong Chang, Tianwei Zhang
Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator. CoRR (2023)
Jialing He, Zhen Qin, Hangcheng Liu, Shangwei Guo, Biwen Chen, Ning Wang, Tao Xiang
Contrastive Fusion Representation: Mitigating Adversarial Attacks on VQA Models. ICME (2023)
Ying Yang, Tao Xiang, Shangwei Guo, Xiao Lv, Hantao Liu, Xiaofeng Liao
EHNQ: Subjective and Objective Quality Evaluation of Enhanced Night-Time Images. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Wei Gao, Xu Zhang, Shangwei Guo, Tianwei Zhang, Tao Xiang, Han Qiu, Yonggang Wen, Yang Liu
Automatic Transformation Search Against Deep Leakage From Gradients. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Shangwei Guo, Jun Li, Zhengchao Lai, Shaokun Han
A novel noise-robustness and rotation-invariant LADAR point cloud target classification method. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Xiaofei Sun, Xiaoya Li, Jiwei Li, Fei Wu, Shangwei Guo, Tianwei Zhang, Guoyin Wang
Text Classification via Large Language Models. EMNLP (Findings) (2023)
Guanlin Li, Yifei Chen, Jie Zhang, Jiwei Li, Shangwei Guo, Tianwei Zhang
Towards the Vulnerability of Watermarking Artificial Intelligence Generated Content. CoRR (2023)
Yafei Li, Hongyan Gu, Rui Chen, Jianliang Xu, Shangwei Guo, Junxiao Xue, Mingliang Xu
Efficient Top-k Matching for Publish/Subscribe Ride Hitching. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Tao Xiang, Honghong Zeng, Biwen Chen, Shangwei Guo
BMIF: Privacy-preserving Blockchain-based Medical Image Fusion. ACM Trans. Multim. Comput. Commun. Appl. 19 (1s) (2023)
Guowen Xu, Guanlin Li, Shangwei Guo, Tianwei Zhang, Hongwei Li
Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption. CoRR (2022)
Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Tianwei Zhang
Ownership Verification of DNN Architectures via Hardware Cache Side Channels. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. ICLR (2022)
Xiaoxuan Lou, Shangwei Guo, Jiwei Li, Yaoxin Wu, Tianwei Zhang
NASPY: Automated Extraction of Automated Machine Learning Models. ICLR (2022)
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Yi Yang, Shangwei Guo, Chun Fan
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. NAACL-HLT (2022)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Yan Gan, Xiaofeng Liao
EGM: An Efficient Generative Model for Unrestricted Adversarial Examples. ACM Trans. Sens. Networks 18 (4) (2022)
Xiaoguo Li, Tao Xiang, Shangwei Guo, Hongwei Li, Yi Mu
Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data. IEEE Trans. Serv. Comput. 15 (5) (2022)
Biwen Chen, Bo Tang, Shangwei Guo, Jiyun Yang, Tao Xiang
A Blockchain-Based Mutual Authentication Protocol for Smart Home. ISC (2022)
Jun Li, Shangwei Guo, Xiantong Meng, Zhengchao Lai, Shaokun Han
DPG-Net: Densely progressive-growing network for point cloud completion. Neurocomputing 491 (2022)
Jun Li, Shangwei Guo, Zhengchao Lai, Xiantong Meng, Shaokun Han
CompleteDT: Point Cloud Completion with Dense Augment Inference Transformers. CoRR (2022)
Shangwei Guo, Chunlong Xie, Jiwei Li, Lingjuan Lyu, Tianwei Zhang
Threats to Pre-trained Language Models: Survey and Taxonomy. CoRR (2022)
Shangwei Guo, Jun Li, Zhengchao Lai, Shaokun Han
CTpoint: A novel local and global features extractor for point cloud. Neurocomputing 511 (2022)
Shangwei Guo, Siyuan Geng, Tao Xiang, Hangcheng Liu, Ruitao Hou
ELAA: An efficient local adversarial attack using model interpreters. Int. J. Intell. Syst. 37 (12) (2022)
Run Wang, Haoxuan Li, Lingzhou Mu, Jixing Ren, Shangwei Guo, Li Liu, Liming Fang, Jing Chen, Lina Wang
Rethinking the Vulnerability of DNN Watermarking: Are Watermarks Robust against Naturalness-aware Perturbations? ACM Multimedia (2022)
Shangwei Guo, Tianwei Zhang, Guowen Xu, Han Yu, Tao Xiang, Yang Liu
Topology-Aware Differential Privacy for Decentralized Image Classification. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Shangwei Guo, Tianwei Zhang, Han Yu, Xiaofei Xie, Lei Ma, Tao Xiang, Yang Liu
Byzantine-Resilient Decentralized Stochastic Gradient Descent. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Hantao Liu, Tianwei Zhang
Text's Armor: Optimized Local Adversarial Perturbation Against Scene Text Editing Attacks. ACM Multimedia (2022)
Tao Xiang, Ying Yang, Shangwei Guo, Hangcheng Liu, Hantao Liu
PRNet: A Progressive Recovery Network for Revealing Perceptually Encrypted Images. ACM Multimedia (2021)
Zhengchao Lai, Fei Liu, Shangwei Guo, Xiantong Meng, Shaokun Han, Wenhao Li
Onboard Real-Time Dense Reconstruction in Large Terrain Scene Using Embedded UAV Platform. Remote. Sens. 13 (14) (2021)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Tianwei Zhang
PEEL: A Provable Removal Attack on Deep Hiding. CoRR (2021)
Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan
BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. CoRR (2021)
Xiaoxuan Lou, Shangwei Guo, Tianwei Zhang, Yinqian Zhang, Yang Liu
When NAS Meets Watermarking: Ownership Verification of DNN Models via Cache Side Channels. CoRR (2021)
Kangjie Chen, Shangwei Guo, Tianwei Zhang, Xiaofei Xie, Yang Liu
Stealing Deep Reinforcement Learning Models for Fun and Profit. AsiaCCS (2021)
Shangwei Guo, Jun Li, Zhengchao Lai, Xiantong Meng, Shaokun Han
CT-block: a novel local and global features extractor for point cloud. CoRR (2021)
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models. IJCAI (2021)
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
Privacy-Preserving Collaborative Learning With Automatic Transformation Search. CVPR (2021)
Shangwei Guo, Xu Zhang, Fei Yang, Tianwei Zhang, Yan Gan, Tao Xiang, Yang Liu
Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey. CoRR (2021)
Tao Xiang, Chunlong Xie, Shangwei Guo, Jiwei Li, Tianwei Zhang
Protecting Your NLG Models with Semantic and Robust Watermarks. CoRR (2021)
Guanlin Li, Shangwei Guo, Run Wang, Guowen Xu, Tianwei Zhang
A Stealthy and Robust Fingerprinting Scheme for Generative Models. CoRR (2021)
Han Qiu, Yi Zeng, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani M. Thuraisingham
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. AsiaCCS (2021)
Tao Xiang, Hangcheng Liu, Shangwei Guo, Tianwei Zhang, Xiaofeng Liao
Local Black-box Adversarial Attacks: A Query Efficient Approach. CoRR (2021)
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan
Triggerless Backdoor Attack for NLP Tasks with Clean Labels. CoRR (2021)
Kangjie Chen, Shangwei Guo, Tianwei Zhang, Shuxin Li, Yang Liu
Temporal Watermarks for Deep Reinforcement Learning Models. AAMAS (2021)
Shangwei Guo, Tianwei Zhang, Tao Xiang, Yang Liu
Differentially Private Decentralized Learning. CoRR (2020)
Shangwei Guo, Tao Xiang, Xiaoguo Li, Ying Yang
PEID: A Perceptually Encrypted Image Database for Visual Security Evaluation. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Shangwei Guo, Yang Ji, Ce Zhang, Cheng Xu, Jianliang Xu
vCBIR: A Verifiable Search Engine for Content-Based Image Retrieval. ICDE (2020)
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu
Privacy-preserving Collaborative Learning with Automatic Transformation Search. CoRR (2020)
Yi Zeng, Han Qiu, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani M. Thuraisingham
DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation. CoRR (2020)
Tao Xiang, Ying Yang, Shangwei Guo
Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches. IEEE Trans. Multim. 22 (5) (2020)
Lishuang Hu, Tao Xiang, Shangwei Guo
SensIR: Towards privacy-sensitive image retrieval in the cloud. Signal Process. Image Commun. 84 (2020)
Tao Xiang, Ying Yang, Hangcheng Liu, Shangwei Guo
Visual Security Evaluation of Perceptually Encrypted Images Based on Image Importance. IEEE Trans. Circuits Syst. Video Technol. 30 (11) (2020)
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu
The Hidden Vulnerability of Watermarking for Deep Neural Networks. CoRR (2020)
Shangwei Guo, Jianliang Xu, Ce Zhang, Cheng Xu, Tao Xiang
ImageProof: Enabling Authentication for Large-Scale Image Retrieval. ICDE (2019)
Shangwei Guo, Tao Xiang, Xiaoguo Li
Towards efficient privacy-preserving face recognition in the cloud. Signal Process. 164 (2019)
Xiaoguo Li, Tao Xiang, Fei Chen, Shangwei Guo
Efficient biometric identity-based encryption. Inf. Sci. 465 (2018)
Shangwei Guo, Tao Xiang, Xiaoguo Li
Image quality assessment based on multiscale fuzzy gradient similarity deviation. Soft Comput. 21 (5) (2017)
Jianglin Sun, Xiaofeng Liao, Xin Chen, Shangwei Guo
Privacy-Aware Image Encryption Based on Logistic Map and Data Hiding. Int. J. Bifurc. Chaos 27 (5) (2017)
Tao Xiang, Xiaoguo Li, Fei Chen, Shangwei Guo, Yuanyuan Yang
Processing secure, verifiable and efficient SQL over outsourced database. Inf. Sci. 348 (2016)
Tao Xiang, Shangwei Guo, Xiaoguo Li
Perceptual Visual Security Index Based on Edge and Texture Similarities. IEEE Trans. Inf. Forensics Secur. 11 (5) (2016)