Shigang Liu

According to our database, Shigang Liu authored at least 104 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

IoTFuzz: Automated Discovery of Violations in Smart Homes With Real Environment.

Xinbo Ban, Ming Ding, Shigang Liu, Chao Chen, Jun Zhang

IEEE Internet Things J., March, 2024

From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting.

Shigang Liu, Bushra Sabir, Seung Ick Jang, Yuval Kansal, Yansong Gao, Kristen Moore, Alsharif Abuadbba, Surya Nepal

CoRR, 2024

EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection.

Shigang Liu, Di Cao, Junae Kim, Tamas Abraham, Paul Montague, Seyit Camtepe, Jun Zhang, Yang Xiang

Proceedings of the 33rd USENIX Security Symposium, 2024

PTFix: Rule-Based and LLM Techniques for Java Path Traversal Vulnerability.

Xiaowei Zhang, Shigang Liu, Jun Zhang, Yang Xiang

Proceedings of the Data Security and Privacy Protection - Second International Conference, 2024

2023

Image Super-Resolution Based on Gated Residual and Gated Convolution Networks.

Xiaoang Zhang, Yali Peng, Wenan Wang, Shigang Liu

Neural Process. Lett., December, 2023

A two-phase projective dictionary pair learning-based classification scheme for positive and unlabeled learning.

Yijin Wang, Yali Peng, Shigang Liu, Bao Ge, Jun Li

Pattern Anal. Appl., August, 2023

A Multi-scale Dilated Residual Convolution Network for Image Denoising.

Xinlei Jia, Yali Peng, Bao Ge, Jun Li, Shigang Liu, Wenan Wang

Neural Process. Lett., April, 2023

Adaptively code-correlation robustness functions and its applications to private set intersection.

Jiehui Nan, Haiming Zhu, Shigang Liu, Honggang Hu

Theor. Comput. Sci., February, 2023

SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs.

Zian Liu, Zhi Zhang, Siqi Ma, Dongxi Liu, Jun Zhang, Chao Chen, Shigang Liu, Muhammad Ejaz Ahmed, Yang Xiang

CoRR, 2023

VulMatch: Binary-level Vulnerability Detection Through Signature.

Zian Liu, Lei Pan, Chao Chen, Ejaz Ahmed, Shigang Liu, Jun Zhang, Dongxi Liu

CoRR, 2023

2022

DeCoP: Deep Learning for COVID-19 Prediction of Survival.

Yao Deng, Shigang Liu, Alireza Jolfaei, Hongbing Cheng, Ziyuan Wang, Xi Zheng

IEEE Trans. Mol. Biol. Multi Scale Commun., December, 2022

CD-VulD: Cross-Domain Vulnerability Discovery Based on Deep Domain Adaptation.

Shigang Liu, Guanjun Lin, Lizhen Qu, Jun Zhang, Olivier Y. de Vel, Paul Montague, Yang Xiang

IEEE Trans. Dependable Secur. Comput., 2022

Centered convolutional deep Boltzmann machine for 2D shape modeling.

Jiangong Yang, Shigang Liu, Xili Wang

Pers. Ubiquitous Comput., 2022

Regularized label relaxation with negative technique for image classification.

Kai He, Yali Peng, Shigang Liu, Jun Li

Multim. Tools Appl., 2022

Dual-Complementary Convolution Network for Remote-Sensing Image Denoising.

Xinlei Jia, Yali Peng, Jun Li, Bao Ge, Yunhong Xin, Shigang Liu

IEEE Geosci. Remote. Sens. Lett., 2022

Pyramid dilated convolutional neural network for image denoising.

Xinlei Jia, Yali Peng, Jun Li, Yunhong Xin, Bao Ge, Shigang Liu

J. Electronic Imaging, 2022

A Survey on IoT Vulnerability Discovery.

Xinbo Ban, Ming Ding, Shigang Liu, Chao Chen, Jun Zhang

Proceedings of the Network and System Security - 16th International Conference, 2022

No-Label User-Level Membership Inference for ASR Model Auditing.

Yuantian Miao, Chao Chen, Lei Pan, Shigang Liu, Seyit Camtepe, Jun Zhang, Yang Xiang

Proceedings of the Computer Security - ESORICS 2022, 2022

2021

A Two-Step Classification Method Based on Collaborative Representation for Positive and Unlabeled Learning.

Yijin Wang, Yali Peng, Kai He, Shigang Liu, Jun Li

Neural Process. Lett., 2021

Pre-training of gated convolution neural network for remote sensing image super-resolution.

Yali Peng, Xuning Wang, Junwei Zhang, Shigang Liu

IET Image Process., 2021

Information flow based defensive chain for data leakage detection and prevention: a survey.

Ning Xi, Chao Chen, Jun Zhang, Cong Sun, Shigang Liu, Pengbin Feng, Jianfeng Ma

CoRR, 2021

TAESim: A Testbed for IoT Security Analysis of Trigger-Action Environment.

Xinbo Ban, Ming Ding, Shigang Liu, Chao Chen, Jun Zhang, Yang Xiang

Proceedings of the Computer Security. ESORICS 2021 International Workshops, 2021

2020

Decision-based evasion attacks on tree ensemble classifiers.

Fuyong Zhang, Yi Wang, Shigang Liu, Hua Wang

World Wide Web, 2020

Cyber Vulnerability Intelligence for Internet of Things Binary.

Shigang Liu, Mahdi Dibaei, Yonghang Tai, Chao Chen, Jun Zhang, Yang Xiang

IEEE Trans. Ind. Informatics, 2020

DeepBalance: Deep-Learning and Fuzzy Oversampling for Vulnerability Detection.

Shigang Liu, Guanjun Lin, Qing-Long Han, Sheng Wen, Jun Zhang, Yang Xiang

IEEE Trans. Fuzzy Syst., 2020

Weighted constraint based dictionary learning for image classification.

Yali Peng, Lingjun Li, Shigang Liu, Xili Wang, Jun Li

Pattern Recognit. Lett., 2020

Regularized Negative Label Relaxation Least Squares Regression for Face Recognition.

Kai He, Yali Peng, Shigang Liu, Jun Li

Neural Process. Lett., 2020

Singular value decomposition-based virtual representation for face recognition.

Shigang Liu, Yuhong Wang, Yali Peng, Sujuan Hou, Keyou Zhang, Xiaojun Wu

Mach. Vis. Appl., 2020

Compound dictionary learning based classification method with a novel virtual sample generation Technology for Face Recognition.

Liping Li, Yali Peng, Shigang Liu

Multim. Tools Appl., 2020

Frost Filtering Algorithm of SAR Images With Adaptive Windowing and Adaptive Tuning Factor.

Zengguo Sun, Zhihua Zhang, Yuli Chen, Shigang Liu, Yunjing Song

IEEE Geosci. Remote. Sens. Lett., 2020

Sparsity adaptive matching pursuit for face recognition.

Yuhong Wang, Yali Peng, Shigang Liu, Jun Li, Xili Wang

J. Vis. Commun. Image Represent., 2020

☆ - Discriminative dictionary learning algorithm based on sample diversity and locality of atoms for face recognition.

Shigang Liu, Yuhong Wang, Xiaosheng Wu, Jun Li, Tao Lei

J. Vis. Commun. Image Represent., 2020

Joint local constraint and fisher discrimination based dictionary learning for image classification.

Yali Peng, Shigang Liu, Xili Wang, Xiaojun Wu

Neurocomputing, 2020

Learning cascaded convolutional networks for blind single image super-resolution.

Pengju Liu, Hongzhi Zhang, Yue Cao, Shigang Liu, Dongwei Ren, Wangmeng Zuo

Neurocomputing, 2020

A study of data pre-processing techniques for imbalanced biomedical data classification.

Shigang Liu, Jun Zhang, Yang Xiang, Wanlei Zhou, Dongxi Xiang

Int. J. Bioinform. Res. Appl., 2020

DenseUNet: densely connected UNet for electron microscopy image segmentation.

Yue Cao, Shigang Liu, Yali Peng, Jun Li

IET Image Process., 2020

Attacks and defences on intelligent connected vehicles: a survey.

Mahdi Dibaei, Xi Zheng, Kun Jiang, Robert Abbas, Shigang Liu, Yuexin Zhang, Yang Xiang, Shui Yu

Digit. Commun. Networks, 2020

Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising.

Yali Peng, Yue Cao, Shigang Liu, Jian Yang, Wangmeng Zuo

CoRR, 2020

DeFuzz: Deep Learning Guided Directed Fuzzing.

Xiaogang Zhu, Shigang Liu, Xian Li, Sheng Wen, Jun Zhang, Seyit Ahmet Çamtepe, Yang Xiang

CoRR, 2020

Optimized Coefficient Vector and Sparse Representation-Based Classification Method for Face Recognition.

Shigang Liu, Lingjun Li, Ming Jin, Sujuan Hou, Yali Peng

IEEE Access, 2020

Robust Self-Sparse Fuzzy Clustering for Image Segmentation.

Xiaohong Jia, Tao Lei, Xiaogang Du, Shigang Liu, Hongying Meng, Asoke K. Nandi

IEEE Access, 2020

2019

Adaptive Morphological Reconstruction for Seeded Image Segmentation.

Tao Lei, Xiaohong Jia, Tongliang Liu, Shigang Liu, Hongying Meng, Asoke K. Nandi

IEEE Trans. Image Process., 2019

Superpixel-Based Fast Fuzzy C-Means Clustering for Color Image Segmentation.

Tao Lei, Xiaohong Jia, Yanning Zhang, Shigang Liu, Hongying Meng, Asoke K. Nandi

IEEE Trans. Fuzzy Syst., 2019

A novel grouped sparse representation for face recognition.

Jingcheng Ke, Yali Peng, Shigang Liu, Zengguo Sun, Xili Wang

Multim. Tools Appl., 2019

An improvement to linear regression classification for face recognition.

Yali Peng, Jingcheng Ke, Shigang Liu, Jun Li, Tao Lei

Int. J. Mach. Learn. Cybern., 2019

Landslide Inventory Mapping From Bitemporal Images Using Deep Convolutional Neural Networks.

Tao Lei, Yuxiao Zhang, Zhiyong Lv, Shuying Li, Shigang Liu, Asoke K. Nandi

IEEE Geosci. Remote. Sens. Lett., 2019

Micro-Doppler Curves Extraction Based on High-Order Particle Filter Track-Before Detect.

Ling Hong, Xili Wang, Shigang Liu

IEEE Geosci. Remote. Sens. Lett., 2019

A local mean and variance active contour model for biomedical image segmentation.

Yali Peng, Shigang Liu, Yongqian Qiang, Xiaojun Wu, Ling Hong

J. Comput. Sci., 2019

Self-calibration of projective camera based on trajectory basis.

Shigang Liu, Yali Peng, Zengguo Sun, Xili Wang

J. Comput. Sci., 2019

Dilated Residual Networks with Symmetric Skip Connection for image denoising.

Yali Peng, Lu Zhang, Shigang Liu, Xiaojun Wu, Yu Zhang, Xili Wang

Neurocomputing, 2019

Exponential stability of big data in networked control systems for a class of uncertain time-delay and packet dropout.

Huaiyu Zheng, Shigang Liu, Fengjie Sun

Int. J. Embed. Syst., 2019

Virtual samples and sparse representation-based classification algorithm for face recognition.

Yali Peng, Lingjun Li, Shigang Liu, Jun Li, Han Cao

IET Comput. Vis., 2019

An Overview of Attacks and Defences on Intelligent Connected Vehicles.

Mahdi Dibaei, Xi Zheng, Kun Jiang, Sasa Maric, Robert Abbas, Shigang Liu, Yuexin Zhang, Yao Deng, Sheng Wen, Jun Zhang, Yang Xiang, Shui Yu

CoRR, 2019

A performance evaluation of deep-learnt features for software vulnerability detection.

Xinbo Ban, Shigang Liu, Chao Chen, Caslon Chua

Concurr. Comput. Pract. Exp., 2019

Fast Single Image Super-Resolution Via Dilated Residual Networks.

Lu Zhang, Yu Zhang, Yali Peng, Shigang Liu, Xiaojun Wu, Gang Lu, Yuan Rao

IEEE Access, 2019

Exploit in Smart Devices: A Case Study.

Zian Liu, Chao Chen, Shigang Liu, Dongxi Liu, Yu Wang

Proceedings of the Security and Privacy in Social Networks and Big Data, 2019

ArtChain: Blockchain-Enabled Platform for Art Marketplace.

Ziyuan Wang, Lin Yang, Qin Wang, Donghai Liu, Zhiyu Xu, Shigang Liu

Proceedings of the IEEE International Conference on Blockchain, 2019

2018

Space-frequency domain based joint dictionary learning and collaborative representation for face recognition.

Yali Peng, Liping Li, Shigang Liu, Tao Lei

Signal Process., 2018

<i>l</i>_{2, 1}-norm minimization based negative label relaxation linear regression for feature selection.

Yali Peng, Paramjit S. Sehdev, Shigang Liu, Jun Li, Xili Wang

Pattern Recognit. Lett., 2018

A New Virtual Samples-Based CRC Method for Face Recognition.

Yali Peng, Lingjun Li, Shigang Liu, Tao Lei, Jie Wu

Neural Process. Lett., 2018

Extended sparse representation-based classification method for face recognition.

Yali Peng, Lingjun Li, Shigang Liu, Jun Li, Xili Wang

Mach. Vis. Appl., 2018

Coupled source domain targetized with updating tag vectors for micro-expression recognition.

Xuena Zhu, Xianye Ben, Shigang Liu, Rui Yan, Weixiao Meng

Multim. Tools Appl., 2018

Discriminative face recognition via kernel sparse representation.

Keyou Zhang, Yali Peng, Shigang Liu

Multim. Tools Appl., 2018

Adaptive Unsymmetrical Trim-Based Morphological Filter for High-Density Impulse Noise Removal.

Tao Lei, Yanning Zhang, Yi Wang, Zhe Guo, Shigang Liu

Multim. Tools Appl., 2018

Information-decomposition-model-based missing value estimation for not missing at random dataset.

Shigang Liu, Honghua Dai, Min Gan

Int. J. Mach. Learn. Cybern., 2018

A comparative study of the class imbalance problem in Twitter spam detection.

Chaoliang Li, Shigang Liu

Concurr. Comput. Pract. Exp., 2018

A survey of virtual sample generation technology for face recognition.

Lingjun Li, Yali Peng, Guoyong Qiu, Zengguo Sun, Shigang Liu

Artif. Intell. Rev., 2018

Negative varepsilon Dragging Technique for Pattern Classification.

Yali Peng, Shigang Liu, Tao Lei, Jun Li, Min Guo

IEEE Access, 2018

Deep-learnt features for Twitter spam detection.

Xinbo Ban, Chao Chen, Shigang Liu, Yu Wang, Jun Zhang

Proceedings of the 2018 International Symposium on Security and Privacy in Social Networks and Big Data, 2018

Discriminative Dictionary Learning Based on Sample Diversity for Face Recognition.

Yuhong Wang, Shigang Liu, Yali Peng, Han Cao

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Holoscopic 3D Micro-Gesture Recognition Based on Fast Preprocessing and Deep Learning Techniques.

Tao Lei, Xiaohong Jia, Yuxiao Zhang, Yanning Zhang, Xuhui Su, Shigang Liu

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

A Data-driven Attack against Support Vectors of SVM.

Shigang Liu, Jun Zhang, Yu Wang, Wanlei Zhou, Yang Xiang, Olivier Y. de Vel

Proceedings of the 2018 on Asia Conference on Computer and Communications Security, 2018

2017

Fuzzy-Based Information Decomposition for Incomplete and Imbalanced Data Learning.

Shigang Liu, Jun Zhang, Yang Xiang, Wanlei Zhou

IEEE Trans. Fuzzy Syst., 2017

Noisy label based discriminative least squares regression and its kernel extension for object identification.

Zhonghua Liu, Gang Liu, Jiexin Pu, Shigang Liu

KSII Trans. Internet Inf. Syst., 2017

A conditionally invariant mathematical morphological framework for color images.

Tao Lei, Yanning Zhang, Yi Wang, Shigang Liu, Zhe Guo

Inf. Sci., 2017

Improved sparse representation method for image classification.

Shigang Liu, Lingjun Li, Yali Peng, Guoyong Qiu, Tao Lei

IET Comput. Vis., 2017

Detecting spamming activities in twitter based on deep-learning technique.

Tingmin Wu, Sheng Wen, Shigang Liu, Jun Zhang, Yang Xiang, Majed A. AlRubaian, Mohammad Mehedi Hassan

Concurr. Comput. Pract. Exp., 2017

Addressing the class imbalance problem in Twitter spam detection using ensemble learning.

Shigang Liu, Yu Wang, Jun Zhang, Chao Chen, Yang Xiang

Comput. Secur., 2017

Kernel Negative <i>ε</i> Dragging Linear Regression for Pattern Classification.

Yali Peng, Lu Zhang, Shigang Liu, Xili Wang, Min Guo

Complex., 2017

Twitter spam detection based on deep learning.

Tingmin Wu, Shigang Liu, Jun Zhang, Yang Xiang

Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016

A novel label learning algorithm for face recognition.

Shigang Liu, Yali Peng, Xianye Ben, Wankou Yang, Guoyong Qiu

Signal Process., 2016

Statistical Detection of Online Drifting Twitter Spam: Invited Paper.

Shigang Liu, Jun Zhang, Yang Xiang

Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016

An Ensemble Learning Approach for Addressing the Class Imbalance Problem in Twitter Spam Detection.

Shigang Liu, Yu Wang, Chao Chen, Yang Xiang

Proceedings of the Information Security and Privacy - 21st Australasian Conference, 2016

Fuzzy-Based Feature and Instance Recovery.

Shigang Liu, Jun Zhang, Yu Wang, Yang Xiang

Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015

Dynamic access point association using Software Defined Networking.

Keshav Sood, Shigang Liu, Shui Yu, Yong Xiang

Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Adaptive regularization level set evolution for medical image segmentation and bias field correction.

Xiaomeng Xin, Lingfeng Wang, Chunhong Pan, Shigang Liu

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014

A Local Statistical Information Active Contour Model for Image Segmentation.

Shigang Liu, Yali Peng, Guoyong Qiu, Xuanwen Hao

Int. J. Mob. Comput. Multim. Commun., 2014

Active contours driven by normalized local image fitting energy.

Yali Peng, Fang Liu, Shigang Liu

Concurr. Comput. Pract. Exp., 2014

Examination of Reliability of Missing Value Recovery in Data Mining.

Shigang Liu, Honghua Dai

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

Tensor Missing Value Recovery with Tucker Thresholding Method.

Junxiu Zhou, Shigang Liu, Guoyong Qiu, Fengmin Zhang, Jiancheng Sun

Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013

A Spatially Varying Mean and Variance Active Contour Model.

Yali Peng, Shigang Liu, Hong Fan, Jiamei Gao, Jiancheng Sun

Proceedings of the 2013 5th International Conference on Intelligent Networking and Collaborative Systems, 2013

A hybrid approach to fuzzy risk analysis in stock market.

Shigang Liu, Min Gan, Honghua Dai

Proceedings of the 10th International Conference on Fuzzy Systems and Knowledge Discovery, 2013

2012

A local region-based Chan-Vese model for image segmentation.

Shigang Liu, Yali Peng

Pattern Recognit., 2012

A Self-Calibration Method Based on Two Pairs of Orthogonal Parallel Lines.

Lugang Zhao, Chengke Wu, Shigang Liu

Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

A Normalized Local Binary Fitting Model for Image Segmentation.

Yali Peng, Fang Liu, Shigang Liu

Proceedings of the 2012 Fourth International Conference on Intelligent Networking and Collaborative Systems, 2012

Design and Simulation of Fluidic Flowmeter for the Measurement of Liquid Flow in Microchannel.

Shigang Liu, Dailiang Xie, Shan Tao

Proceedings of the Third International Conference on Digital Manufacturing & Automation, 2012

2010

Complex Fuzzy Structured Element and Its Properties.

Kaiqi Zou, Shigang Liu, Xiaoyue Zhou

Intell. Inf. Manag., 2010

FKG System Model Based on Second-Order Differential and Its Application in Stock Prediction.

Kaiqi Zou, Shigang Liu

Proceedings of the Fuzzy Information and Engineering 2010, 2010

2009

An efficient and effective image representation for region-based image retrieval.

Zhiyong Zeng, Zhiqiang Yao, Shigang Liu

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

An efficient region-based image representation using Legendre color distribution moments.

Zhiyong Zeng, Xuemei Ding, Shigang Liu

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

Calibration factor estimation based on statistical modeling of scattering coefficient.

Zengguo Sun, Chongzhao Han, Ram M. Narayanan, Shigang Liu

Proceedings of the 12th International Conference on Information Fusion, 2009

2007

NGVF: An improved external force field for active contour model.

Jifeng Ning, Chengke Wu, Shigang Liu, Shuqin Yang

Pattern Recognit. Lett., 2007

2006

A New Active Contour Model: Curvature Gradient Vector Flow.

Jifeng Ning, Chengke Wu, Shigang Liu, Peizhi Wen

Proceedings of the Computer Vision, 2006

2005

An Iterative Factorization Method Based on Rank 1 for Projective Structure and Motion.

Shigang Liu, Chengke Wu, Li Tang, Jing Jia

IEICE Trans. Inf. Syst., 2005