Jinyin Chen

Ximin Zhang

Springer, ISBN: 978-981-97-0424-8, 2024

2023

GONE: A generic O(1) NoisE layer for protecting privacy of deep neural networks.

[BibT_eX]

[DOI]

Comput. Secur., December, 2023

FedRight: An effective model copyright protection for federated learning.

[BibT_eX]

[DOI]

Comput. Secur., December, 2023

Graphfool: Targeted Label Adversarial Attack on Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., October, 2023

PoE: Poisoning Enhancement Through Label Smoothing in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, August, 2023

Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons.

[BibT_eX]

[DOI]

Inf. Sci., August, 2023

EGC<sup>2</sup>: Enhanced graph classification with easy graph compression.

[BibT_eX]

[DOI]

Inf. Sci., June, 2023

ActGraph: prioritization of test cases based on deep neural network activation graph.

[BibT_eX]

[DOI]

Jie Ge

Autom. Softw. Eng., June, 2023

Generative adversarial network-assisted image classification for imbalanced tire X-ray defect detection.

[BibT_eX]

[DOI]

Trans. Inst. Meas. Control, May, 2023

Agent manipulator: Stealthy strategy attacks on deep reinforcement learning.

[BibT_eX]

[DOI]

Appl. Intell., May, 2023

An Improved Differential Evolution Framework Using Network Topology Information for Critical Nodes Detection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., April, 2023

Graph-Fraudster: Adversarial Attacks on Graph Neural Network-Based Vertical Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., April, 2023

Evil vs evil: using adversarial examples to against backdoor attack in federated learning.

[BibT_eX]

[DOI]

Multim. Syst., April, 2023

GAIL-PT: An intelligent penetration testing framework with generative adversarial imitation learning.

[BibT_eX]

[DOI]

Comput. Secur., March, 2023

Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2023

Time-Aware Gradient Attack on Dynamic Network Link Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

CTL-DIFF: Control Information Diffusion in Social Network by Structure Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2023

EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking.

[BibT_eX]

[DOI]

CoRR, 2023

Edge Deep Learning Model Protection via Neuron Authorization.

[BibT_eX]

[DOI]

CoRR, 2023

One4All: Manipulate one agent to poison the cooperative multi-agent reinforcement learning.

[BibT_eX]

[DOI]

Comput. Secur., 2023

CertPri: Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space.

[BibT_eX]

[DOI]

Haibo Jin

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

An in-depth analysis of robustness and accuracy of recommendation systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

GraphAttacker: A General Multi-Task Graph Attack Framework.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

GRIP-GAN: An Attack-Free Defense Through General Robust Inverse Perturbation.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2022

Time-Series Snapshot Network for Partner Recommendation: A Case Study on OSS.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2022

ROBY: Evaluating the adversarial robustness of a deep model by its decision boundaries.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Salient feature extractor for adversarial defense on deep neural networks.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency.

[BibT_eX]

[DOI]

CoRR, 2022

GAIL-PT: A Generic Intelligent Penetration Testing Framework with Generative Adversarial Imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2022

DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity.

[BibT_eX]

[DOI]

CoRR, 2022

GC-LSTM: graph convolution embedded LSTM for dynamic network link prediction.

[BibT_eX]

[DOI]

Xueke Wang

Xuanheng Xu

Appl. Intell., 2022

Label Inference Attacks Against Vertical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st USENIX Security Symposium, 2022

NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Understanding the Dynamics of DNNs Using Graph Modularity.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Adversarial Attack Detection Based on Example Semantics and Model Activation Features.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Data Science and Information Technology, 2022

Attack and Defense Methods for Graph Vertical Federation Learning.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Computer Science and Software Engineering, 2022

Improving Robustness of Language Models from a Geometry-aware Perspective.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Network Embedding Attack: An Euclidean Distance Based Method.

[BibT_eX]

[DOI]

Proceedings of the MDATA: A New Knowledge Representation Model, 2021

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Smoothing Adversarial Training for GNN.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

MGA: Momentum Gradient Attack on Network.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Multiscale Evolutionary Perturbation Attack on Community Detection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2021

Visualizing Deep Learning-Based Radio Modulation Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2021

DeepPoison: Feature Transfer Based Stealthy Poisoning Attack for DNNs.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

Anti-Interpolation: An Attack Facilitator Hiding Adversaries Into Images.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

FEM: Feature extraction and mapping for radio modulation classification.

[BibT_eX]

[DOI]

Phys. Commun., 2021

ACT-Detector: Adaptive channel transformation-based light-weighted detector for adversarial attacks.

[BibT_eX]

[DOI]

Inf. Sci., 2021

MASS: Multi-task anthropomorphic speech synthesis framework.

[BibT_eX]

[DOI]

Linhui Ye

Zhaoyan Ming

Comput. Speech Lang., 2021

TEGDetector: A Phishing Detector that Knows Evolving Transaction Behaviors.

[BibT_eX]

[DOI]

CoRR, 2021

Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Dyn-Backdoor: Backdoor Attack on Dynamic Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Blockchain Phishing Scam Detection via Multi-channel Graph Classification.

[BibT_eX]

[DOI]

Dunjie Zhang

CoRR, 2021

EGC2: Enhanced Graph Classification with Easy Graph Compression.

[BibT_eX]

[DOI]

CoRR, 2021

Salient Feature Extractor for Adversarial Defense on Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Graphfool: Targeted Label Adversarial Attack on Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2021

GraphAttacker: A General Multi-Task GraphAttack Framework.

[BibT_eX]

[DOI]

CoRR, 2021

DeepPoison: Feature Transfer Based Stealthy Poisoning Attack.

[BibT_eX]

[DOI]

CoRR, 2021

FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique.

[BibT_eX]

[DOI]

Comput. Secur., 2021

A fast detector generation algorithm for negative selection.

[BibT_eX]

[DOI]

Appl. Intell., 2021

Blockchain Phishing Scam Detection via Multi-channel Graph Classification.

[BibT_eX]

[DOI]

Dunjie Zhang

Xiaosong Lu

Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021

Unsupervised Face Recognition Algorithm based on Fast Density Clustering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the AISS 2021: 3rd International Conference on Advanced Information Science and System, Sanya, China, November 26, 2021

2020

Link Prediction Adversarial Attack Via Iterative Gradient Attack.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2020

Open DNN Box by Power Side-Channel Attack.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst., 2020

MAG-GAN: Massive attack generator via GAN.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Customizable text generation via conditional text generative adversarial network.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Collective transfer learning for defect prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A novel clustering algorithm based on the deviation factor model.

[BibT_eX]

[DOI]

Jungan Chen

Int. J. Comput. Sci. Eng., 2020

A novel radius adaptive based on center-optimized hybrid detector generation algorithm.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2020

ROBY: Evaluating the Robustness of a Deep Model by its Decision Boundaries.

[BibT_eX]

[DOI]

CoRR, 2020

Time-Series Snapshot Network as A New Model for Role Recommendation in OSS.

[BibT_eX]

[DOI]

CoRR, 2020

RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours.

[BibT_eX]

[DOI]

Comput. Secur., 2020

Attention Mechanism Based Adversarial Attack Against Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

Adaptive Adversarial Attack on Graph Embedding via GAN.

[BibT_eX]

[DOI]

Dunjie Zhang

Xiang Lin

Proceedings of the Security and Privacy in Social Networks and Big Data, 2020

Feature Explainable Deep Classification for Signal Modulation Recognition.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Software visualization and deep transfer learning for effective software defect prediction.

[BibT_eX]

[DOI]

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Unsupervised Euclidean Distance Attack on Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

DAS-AST: Defending Against Model Stealing Attacks Based on Adaptive Softmax Transformation.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Cryptology - 16th International Conference, 2020

Hyper-Substructure Enhanced Link Predictor.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

SPA: Stealthy Poisoning Attack.

[BibT_eX]

[DOI]

Proceedings of the CIAT 2020: International Conference on Cyberspace Innovation of Advanced Technologies, 2020

Adversarial Detection on Graph Structured Data.

[BibT_eX]

[DOI]

Proceedings of the PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, 2020

2019

PSO-ANE: Adaptive Network Embedding With Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2019

N2VSCDNNR: A Local Recommender System Based on Node2vec and Rich Information Network.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2019

GA-Based Q-Attack on Community Detection.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2019

基于深度学习的智能教学系统的设计与研究 (Design and Research on Intelligent Teaching System Based on Deep Learning).

[BibT_eX]

[DOI]

计算机科学, 2019

基于双循环图的虚假评论检测算法 (Double Cycle Graph Based Fraud Review Detection Algorithm).

[BibT_eX]

[DOI]

计算机科学, 2019

Unsupervised Euclidean Distance Attack on Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Can Adversarial Network Attack be Defended?

[BibT_eX]

[DOI]

CoRR, 2019

E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2019

POBA-GA: Perturbation optimized black-box adversarial attacks via genetic algorithm.

[BibT_eX]

[DOI]

Comput. Secur., 2019

DGEPN-GCEN2V: a new framework for mining GGI and its application in biomarker detection.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2019

FGCH: a fast and grid based clustering algorithm for hybrid data stream.

[BibT_eX]

[DOI]

Appl. Intell., 2019

Robustness Analysis of Bipartite Task Assignment Networks: A Case Study in Hospital Logistics System.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multiview Transfer Learning for Software Defect Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2019

DAD-MCNN: DDoS Attack Detection via Multi-channel CNN.

[BibT_eX]

[DOI]

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

Out-of-store Object Detection Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

DGFE-VG: Dynamic Gene Feature Extraction via Visibility Graph.

[BibT_eX]

[DOI]

Proceedings of the third International Conference on Medical and Health Informatics 2019, 2019

Invisible Poisoning: Highly Stealthy Targeted Poisoning Attack.

[BibT_eX]

[DOI]

Proceedings of the Information Security and Cryptology - 15th International Conference, 2019

2018

Link Weight Prediction Using Supervised Learning Methods and Its Application to Yelp Layered Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

基于粒子群算法的支持向量机的参数优化 (Parameters Optimization for SVM Based on Particle Swarm Algorithm).

[BibT_eX]

[DOI]

Hui Xiong

计算机科学, 2018

基于自适应免疫计算的网络攻击检测研究 (Research on Network Attack Detection Based on Self-adaptive Immune Computing).

[BibT_eX]

[DOI]

Xuanyan Xu

Mengmeng Su

计算机科学, 2018

基于MB-RRT*的无人机多点航迹规划算法研究 (Research on UAV Multi-point Navigation Algorithm Based on MB-RRT*).

[BibT_eX]

[DOI]

Keke Hu

Yuwei Li

计算机科学, 2018

基于在线学习行为分析的个性化学习推荐 (Personal Learning Recommendation Based on Online Learning Behavior Analysis).

[BibT_eX]

[DOI]

计算机科学, 2018

A novel image segmentation method based on fast density clustering algorithm.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2018

GC-LSTM: Graph Convolution Embedded LSTM for Dynamic Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

FineFool: Fine Object Contour Attack via Attention.

[BibT_eX]

[DOI]

CoRR, 2018

Link Prediction Adversarial Attack.

[BibT_eX]

[DOI]

CoRR, 2018

Fast Gradient Attack on Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2018

DOE-AND-SCA: A Novel SCA Based on DNN With Optimal Eigenvectors and Automatic Cluster Number Determination.

[BibT_eX]

[DOI]

IEEE Access, 2018

2017

基于MB-RRT*的无人机航迹规划算法研究 (MB-RRT* Based Navigation Planning Algorithm for UAV).

[BibT_eX]

[DOI]

计算机科学, 2017

基于EB-RRT*的无人机航迹规划算法研究 (UAV Navigation Algorithm Research Based on EB-RRT*).

[BibT_eX]

[DOI]

Yuwei Li

Wenyao Du

计算机科学, 2017

An Efficient Classification Algorithm Based on T-Cells Maturation with No Parameters.

[BibT_eX]

[DOI]

Jungan Chen

Int. J. Comput. Intell. Appl., 2017

Improving the robustness of GNP-PCA using the multiagent system.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

A novel cluster center fast determination clustering algorithm.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

2016

A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data.

[BibT_eX]

[DOI]

Jin-Yin Chen

Hui-Hao He

Inf. Sci., 2016

2011

T-Cell detector maturation algorithm based on cooperative co-evolution GA.

[BibT_eX]

[DOI]

Zhilin Feng

Proceedings of the Seventh International Conference on Natural Computation, 2011

2010

Constrained handling in multi-objective optimization based on Quantum-behaved particle swarm optimization.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Natural Computation, 2010

2009

Intrusion Detection System Platform Based on Light-Weighted Hybrid Artificial Immune Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Natural Computation, 2009

2007

Particle Swarm Optimization with Adaptive Parameters.

[BibT_eX]

[DOI]

Naofumi Matsumoto

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Self-Adaptive Crossover Particle Swarm Optimizer for Multi-dimension Functions Optimization.

[BibT_eX]

[DOI]