Shangwei Guo

Orcid: 0000-0002-6443-5308

According to our database¹, Shangwei Guo authored at least 76 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

Robust and privacy-preserving collaborative training: a comprehensive survey.

[BibT_eX]

[DOI]

Artif. Intell. Rev., July, 2024

The Illusion of Visual Security: Reconstructing Perceptually Encrypted Images.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., May, 2024

An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, March, 2024

Contrast-Then-Approximate: Analyzing Keyword Leakage of Generative Language Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

Efficient Group Key Generation Based on Satellite Cluster State Information for Drone Swarm.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

HQ-Net: A heatmap-based query backbone for point cloud understanding.

[BibT_eX]

[DOI]

Neurocomputing, 2024

CompleteDT: Point cloud completion with information-perception transformers.

[BibT_eX]

[DOI]

Neurocomputing, 2024

TransTroj: Transferable Backdoor Attacks to Pre-trained Models via Embedding Indistinguishability.

[BibT_eX]

[DOI]

CoRR, 2024

EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

AutoSched: An Adaptive Self-configured Framework for Scheduling Deep Learning Training Workloads.

[BibT_eX]

[DOI]

Proceedings of the 38th ACM International Conference on Supercomputing, 2024

You Only Query Once: An Efficient Label-Only Membership Inference Attack.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Fingerprinting Image-to-Image Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE European Symposium on Security and Privacy, 2024

Protecting Confidential Virtual Machines from Hardware Performance Counter Side Channels.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

A novel noise-robustness and rotation-invariant LADAR point cloud target classification method.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., November, 2023

EHNQ: Subjective and Objective Quality Evaluation of Enhanced Night-Time Images.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2023

Automatic Transformation Search Against Deep Leakage From Gradients.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Towards Query-Efficient Black-Box Attacks: A Universal Dual Transferability-Based Framework.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., August, 2023

Secure Decentralized Image Classification With Multiparty Homomorphic Encryption.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Efficient Top-k Matching for Publish/Subscribe Ride Hitching.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2023

BMIF: Privacy-preserving Blockchain-based Medical Image Fusion.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., February, 2023

Erase and Repair: An Efficient Box-Free Removal Attack on High-Capacity Deep Hiding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Rethinking Adversarial Training with Neural Tangent Kernel.

[BibT_eX]

[DOI]

CoRR, 2023

Towards the Vulnerability of Watermarking Artificial Intelligence Generated Content.

[BibT_eX]

[DOI]

CoRR, 2023

What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2023

Smaller Is Bigger: Rethinking the Embedding Rate of Deep Hiding.

[BibT_eX]

[DOI]

CoRR, 2023

Contrastive Fusion Representation: Mitigating Adversarial Attacks on VQA Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Extracting Robust Models with Uncertain Examples.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MERCURY: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Field Programmable Technology, 2023

Text Classification via Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

ELAA: An efficient local adversarial attack using model interpreters.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., December, 2022

EGM: An Efficient Generative Model for Unrestricted Adversarial Examples.

[BibT_eX]

[DOI]

ACM Trans. Sens. Networks, November, 2022

Privacy-Preserving Reverse Nearest Neighbor Query Over Encrypted Spatial Data.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Ownership Verification of DNN Architectures via Hardware Cache Side Channels.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Byzantine-Resilient Decentralized Stochastic Gradient Descent.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Topology-Aware Differential Privacy for Decentralized Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

DPG-Net: Densely progressive-growing network for point cloud completion.

[BibT_eX]

[DOI]

Neurocomputing, 2022

CTpoint: A novel local and global features extractor for point cloud.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Privacy-preserving Decentralized Deep Learning with Multiparty Homomorphic Encryption.

[BibT_eX]

[DOI]

CoRR, 2022

CompleteDT: Point Cloud Completion with Dense Augment Inference Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Threats to Pre-trained Language Models: Survey and Taxonomy.

[BibT_eX]

[DOI]

CoRR, 2022

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Text's Armor: Optimized Local Adversarial Perturbation Against Scene Text Editing Attacks.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Rethinking the Vulnerability of DNN Watermarking: Are Watermarks Robust against Naturalness-aware Perturbations?

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

A Blockchain-Based Mutual Authentication Protocol for Smart Home.

[BibT_eX]

[DOI]

Proceedings of the Information Security - 25th International Conference, 2022

NASPY: Automated Extraction of Automated Machine Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Onboard Real-Time Dense Reconstruction in Large Terrain Scene Using Embedded UAV Platform.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Protecting Your NLG Models with Semantic and Robust Watermarks.

[BibT_eX]

[DOI]

CoRR, 2021

CT-block: a novel local and global features extractor for point cloud.

[BibT_eX]

[DOI]

CoRR, 2021

Triggerless Backdoor Attack for NLP Tasks with Clean Labels.

[BibT_eX]

[DOI]

CoRR, 2021

A Stealthy and Robust Fingerprinting Scheme for Generative Models.

[BibT_eX]

[DOI]

CoRR, 2021

PEEL: A Provable Removal Attack on Deep Hiding.

[BibT_eX]

[DOI]

CoRR, 2021

When NAS Meets Watermarking: Ownership Verification of DNN Models via Cache Side Channels.

[BibT_eX]

[DOI]

CoRR, 2021

Local Black-box Adversarial Attacks: A Query Efficient Approach.

[BibT_eX]

[DOI]

CoRR, 2021

PRNet: A Progressive Recovery Network for Revealing Perceptually Encrypted Images.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Privacy-Preserving Collaborative Learning With Automatic Transformation Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Temporal Watermarks for Deep Reinforcement Learning Models.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Stealing Deep Reinforcement Learning Models for Fun and Profit.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation.

[BibT_eX]

[DOI]

Bhavani Thuraisingham

Proceedings of the ASIA CCS '21: ACM Asia Conference on Computer and Communications Security, 2021

2020

Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches.

[BibT_eX]

[DOI]

Tao Xiang

Ying Yang

Shangwei Guo

IEEE Trans. Multim., 2020

PEID: A Perceptually Encrypted Image Database for Visual Security Evaluation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Visual Security Evaluation of Perceptually Encrypted Images Based on Image Importance.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

SensIR: Towards privacy-sensitive image retrieval in the cloud.

[BibT_eX]

[DOI]

Lishuang Hu

Tao Xiang

Shangwei Guo

Signal Process. Image Commun., 2020

The Hidden Vulnerability of Watermarking for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Differentially Private Decentralized Learning.

[BibT_eX]

[DOI]

CoRR, 2020

vCBIR: A Verifiable Search Engine for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

Towards efficient privacy-preserving face recognition in the cloud.

[BibT_eX]

[DOI]

Shangwei Guo

Tao Xiang

Xiaoguo Li

Signal Process., 2019

ImageProof: Enabling Authentication for Large-Scale Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Efficient biometric identity-based encryption.

[BibT_eX]

[DOI]

Inf. Sci., 2018

2017

Image quality assessment based on multiscale fuzzy gradient similarity deviation.

[BibT_eX]

[DOI]

Shangwei Guo

Tao Xiang

Xiaoguo Li

Soft Comput., 2017

Privacy-Aware Image Encryption Based on Logistic Map and Data Hiding.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2017

2016

Perceptual Visual Security Index Based on Edge and Texture Similarities.

[BibT_eX]

[DOI]

Tao Xiang

Shangwei Guo

Xiaoguo Li

IEEE Trans. Inf. Forensics Secur., 2016

Processing secure, verifiable and efficient SQL over outsourced database.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Shangwei Guo

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