Lizhi Peng

89 papers B 9C 3Misc 1Journal 35Unranked 41
YearRankTypeTitle / Venue / Authors
2025 J jnl
Imbalanced ensemble learning leveraging a novel data-level diversity metric.
Pattern Recognit.
Ying Pang, Lizhi Peng, Haibo Zhang, Zhenxiang Chen, Bo Yang
2025 B conf
SCANet: Multi-Channel Representation with Synthesis Convolution and Composite Attention for Malicious Network Traffic Detection.
IJCNN
Qingsheng Yang, Lizhi Peng, Kun Zhao, Jianjun Dong
2025 B conf
Semi-GD: Graph-Level Consistency Regularization and Dynamic Threshold Boosted Semi-Supervised Learning.
IJCNN
Ruixue Wang, Lizhi Peng, Shengbao Li, Kun Zhao, Huawei Yang
2024 — conf
Burst Sequence Based Graph Neural Network for Video Traffic Identification.
ICDF2C (2)
Jian Xiong, Yingshuo Bao, Shengbao Li, Kun Zhao, Lizhi Peng
2024 J jnl
Collaborative Learning With Heterogeneous Local Models: A Rule-Based Knowledge Fusion Approach.
IEEE Trans. Knowl. Data Eng.
Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng
2024 J jnl
ESS-ReduNet: Enhancing Subspace Separability of ReduNet via Dynamic Expansion with Bayesian Inference.
CoRR
Xiaojie Yu, Haibo Zhang, Lizhi Peng, Fengyang Sun, Jeremiah D. Deng
2024 J jnl
HRU-Net: A high-resolution convolutional neural network for esophageal cancer radiotherapy target segmentation.
Comput. Methods Programs Biomed.
Muwei Jian, Chen Tao, Ronghua Wu, Haoran Zhang, Xiaoguang Li, Rui Wang, Yanlei Wang, Lizhi Peng, Jian Zhu
2024 J jnl
Navigating the ethical landscape behind ChatGPT.
Big Data Soc.
Lizhi Peng, Bo Zhao
2023 — conf
A Novel Adaptive Distribution Distance-Based Feature Selection Method for Video Traffic Identification.
ADMA (4)
Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng
2023 — conf
Adversarial Attack with Genetic Algorithm against IoT Malware Detectors.
ICC
Peng Yuan, Shanshan Wang, Chuan Zhao, Wenyue Wang, Daokuan Bai, Lizhi Peng, Zhenxiang Chen
2023 — conf
An Early Stage Identification of Cryptomining Behavior with DNS Requests.
ADMA (5)
Hui Li, Yihang Hao, Mengda Lyu, Xiaojie Yu, Bo Yang, Lizhi Peng
2023 B conf
D-CoA: Probability Density-based Confidence Assignment Semi-Supervised Clustering Ensemble.
ICPADS
Yaqi Li, Lizhi Peng, Yihang Hao, Hui Li, Xiang Chen, Bo Yang
2023 — conf
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders.
ICC
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
2023 J jnl
ECM-EFS: An ensemble feature selection based on enhanced co-association matrix.
Pattern Recognit.
Ting Wu, Yihang Hao, Bo Yang, Lizhi Peng
2023 — conf
Live-Stream Identification Based on Reasoning Network with Core Traffic Set.
KSEM (2)
Yingshuo Bao, Shuaili Liu, Zhongfeng Qu, Lizhi Peng
2023 B conf
Sketch-based Real-time Intrusion Detection Framework for Industrial Internet of Things.
ICPADS
Mengda Lyu, Lizhi Peng, Hui Li, Bo Yang, Xiang Chen
2023 J jnl
Video traffic identification with novel feature extraction and selection method.
CoRR
Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng
2022 J jnl
An early stage convolutional feature extracting method using for mining traffic detection.
Comput. Commun.
Peifa Sun, Mengda Lyu, Hui Li, Bo Yang, Lizhi Peng
2022 J jnl
Blind image separation based on attentional generative adversarial network.
J. Ambient Intell. Humaniz. Comput.
Xiao Sun, Jindong Xu, Yongli Ma, Tianyu Zhao, Shifeng Ou, Lizhi Peng
2022 J jnl
Community detection based on similarities of communication behavior in IP networks.
J. Ambient Intell. Humaniz. Comput.
Shuzhuang Zhang, Yaning Zhang, Min Zhou, Lizhi Peng
2022 J jnl
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders.
CoRR
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
2022 J jnl
Gaussian Distribution Based Oversampling for Imbalanced Data Classification.
IEEE Trans. Knowl. Data Eng.
Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, Zhenxiang Chen
2022 J jnl
Mining Function Homology of Bot Loaders from Honeypot Logs.
CoRR
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Enlong Li, Lizhi Peng, Chuan Zhao
2022 — conf
NB-Radar: An Effective Method for Detecting Local Network Behaviors.
ICCT
Yihang Hao, Ting Wu, Lizhi Peng, Bo Yang
2022 — conf
Rule-Based Collaborative Learning with Heterogeneous Local Learning Models.
PAKDD (1)
Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng
2022 — conf
SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT.
ISPA/BDCloud/SocialCom/SustainCom
Wenyue Wang, Shanshan Wang, Daokuan Bai, Chuan Zhao, Lizhi Peng, Zhenxiang Chen
2022 C conf
Video traffic identification with a distribution distance-based feature selection.
IPCCC
Shuaili Liu, Licheng Zhang, Peifa Sun, Yingshuo Bao, Lizhi Peng
2021 — conf
A Novel Feature Method for Fast Extraction of Mining Traffic.
HPCC/DSS/SmartCity/DependSys
Peifa Sun, Lizhi Peng, Bo Yang, Shuaili Liu
2021 B conf
AndroCreme: Unseen Android Malware Detection Based on Inductive Conformal Learning.
TrustCom
Gang Zhang, Hao Li, Zhenxiang Chen, Lizhi Peng, Yuhui Zhu, Chuan Zhao
2021 J jnl
Effective detection of mobile malware behavior based on explainable deep neural network.
Neurocomputing
Anli Yan, Zhenxiang Chen, Haibo Zhang, Lizhi Peng, Qiben Yan, Muhammad Umair Hassan, Chuan Zhao, Bo Yang
2021 B conf
IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles.
ICPADS
Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang, Qiben Yan, Lizhi Peng, Chuan Zhao
2021 J jnl
Similarity-evaluation-based evolving of flexible neural trees for imbalanced classification.
Appl. Soft Comput.
Min Qiu, Lizhi Peng, Ying Pang, Bo Yang, Panpan Li
2020 — conf
A Novel Method to Classify Videos Based VBR Trace.
ML4CS (2)
Xiaojie Yu, Min Qiu, Lizhi Peng
2020 — conf
An Imbalanced Learning Based Method for Esophageal Squamous Cell Carcinoma (ESCC) Distant Metastasis Predicting.
ML4CS (3)
Xuemei Li, Bo Yang, Lizhi Peng, Baosheng Li, Jian Zhu
2020 J jnl
Deep and broad URL feature mining for android malware detection.
Inf. Sci.
Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lizhi Peng, Bo Yang, Mauro Conti
2020 J jnl
Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification.
Inf. Sci.
Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
2020 B conf
Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update.
IWQoS
Anli Yan, Zhenxiang Chen, Riccardo Spolaor, Shuaishuai Tan, Chuan Zhao, Lizhi Peng, Bo Yang
2019 C conf
A Prognosis Method for Esophageal Squamous Cell Carcinoma Based on CT Image and Three-Dimensional Convolutional Neural Networks.
ISDA
Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng, Baosheng Li, Jian Zhu, Ajith Abraham
2019 — conf
A Signature-Based Assistant Random Oversampling Method for Malware Detection.
TrustCom/BigDataSE
Ying Pang, Zhenxiang Chen, Lizhi Peng, Kun Ma, Chuan Zhao, Ke Ji
2019 J jnl
A mobile malware detection method using behavior features in network traffic.
J. Netw. Comput. Appl.
Shanshan Wang, Zhenxiang Chen, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
2019 J jnl
Accelerating data gravitation-based classification using GPU.
J. Supercomput.
Lizhi Peng, Haibo Zhang, Houcine Hassan, Yuehui Chen, Bo Yang
2019 J jnl
Generative learning for imbalanced data using the Gaussian mixed model.
Appl. Soft Comput.
Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Haibo Zhang
2019 — conf
Imbalanced Data Gravitation Classification Model Using For Internet Video Traffic Identification.
BigDataSecurity/HPSC/IDS
Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
2019 J jnl
Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection.
Inf. Sci.
Ying Pang, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang
2019 J jnl
Ranking-based biased learning swarm optimizer for large-scale optimization.
Inf. Sci.
Hanbo Deng, Lizhi Peng, Haibo Zhang, Bo Yang, Zhenxiang Chen
2018 — conf
A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic.
ICA3PP (4)
Anran Liu, Zhenxiang Chen, Shanshan Wang, Lizhi Peng, Chuan Zhao, Yuliang Shi
2018 — conf
Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features.
ICA3PP (1)
Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen
2018 — conf
An Improved PBIL Algorithm for Optimal Coalition Structure Generation of Smart Grids.
PAKDD (Workshops)
Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis, Lizhi Peng
2018 J jnl
Machine learning based mobile malware detection using highly imbalanced network traffic.
Inf. Sci.
Zhenxiang Chen, Qiben Yan, Hongbo Han, Shanshan Wang, Lizhi Peng, Lin Wang, Bo Yang
2018 — conf
Medical entity recognition of Esophageal Carcinoma based on word clustering.
SPAC
Rui Wang, Jinfeng Zhao, Lizhi Peng, Bo Yang, Lin Wang, Baosheng Li
2018 — conf
Neural Network Rule Extraction for Real Time Traffic Behavior Identification.
SPAC
Anli Yan, Zhenxiang Chen, Lin Wang, Lizhi Peng, Muhammad Umair Hassan, Chuan Zhao
2018 — conf
TrafficPSSF: A Fast and An Effective Malware Detection Under Online and Offline.
SPAC
Qi He, Zhenxiang Chen, Anli Yan, Lizhi Peng, Chuan Zhao, Yuliang Shi
2017 J jnl
A fast feature weighting algorithm of data gravitation classification.
Inf. Sci.
Lizhi Peng, Hongli Zhang, Haibo Zhang, Bo Yang
2017 J jnl
A novel semi-supervised learning method for Internet application identification.
Soft Comput.
Zhenxiang Chen, Zhusong Liu, Lizhi Peng, Lin Wang, Lei Zhang
2017 J jnl
Adaptive Message Routing and Replication in Mobile Opportunistic Networks for Connected Communities.
ACM Trans. Internet Techn.
Haibo Zhang, Luming Wan, Yawen Chen, Laurence T. Yang, Lizhi Peng
2017 J jnl
Flexible neural trees based early stage identification for IP traffic.
Soft Comput.
Zhenxiang Chen, Lizhi Peng, Chongzhi Gao, Bo Yang, Yuehui Chen, Jin Li
2017 J jnl
Imbalanced traffic identification using an imbalanced data gravitation-based classification model.
Comput. Commun.
Lizhi Peng, Haibo Zhang, Yuehui Chen, Bo Yang
2017 — conf
Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids.
ICONIP (4)
Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Lizhi Peng, Martin K. Purvis, Maryam Purvis
2016 — conf
An under-sampling imbalanced learning of data gravitation based classification.
ICNC-FSKD
Lizhi Peng, Bo Yang, Yuehui Chen, Xiaoqing Zhou
2016 — conf
DroidCollector: A High Performance Framework for High Quality Android Traffic Collection.
Trustcom/BigDataSE/ISPA
Dong Cao, Shanshan Wang, Qun Li, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Bo Yang
2016 — conf
Early Stage Internet Traffic Identification Using Data Gravitation Based Classification.
DASC/PiCom/DataCom/CyberSciTech
Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou
2016 J jnl
Effectiveness of Statistical Features for Early Stage Internet Traffic Identification.
Int. J. Parallel Program.
Lizhi Peng, Bo Yang, Yuehui Chen, Zhenxiang Chen
2016 — conf
Extraction of Feature Points on 3D Meshes Through Data Gravitation.
ICIC (2)
Chengwei Wang, Dan Kang, Xiuyang Zhao, Lizhi Peng, Caiming Zhang
2016 — conf
On the Effectiveness of Packet Sampling for Early Stage Traffic Identification.
iThings/GreenCom/CPSCom/SmartData
Lizhi Peng, Haibo Zhang, Bo Yang, Majing Su, Yuehui Chen
2016 — conf
On the Impact of Packet Inter Arrival Time for Early Stage Traffic Identification.
iThings/GreenCom/CPSCom/SmartData
Linlin Wang, Lizhi Peng, Majing Su, Bo Yang, Xiaoqing Zhou
2016 — conf
SMOTE-DGC: An Imbalanced Learning Approach of Data Gravitation Based Classification.
ICIC (2)
Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou
2016 B conf
TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic.
IWQoS
Shanshan Wang, Zhenxiang Chen, Lei Zhang, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
2015 — conf
A First Look at Android Malware Traffic in First Few Minutes.
TrustCom/BigDataSE/ISPA (1)
Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang, Jin Li
2015 — conf
A Real-time Android Malware Detection System Based on Network Traffic Analysis.
ICA3PP (3)
Hongbo Han, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Lei Zhang
2015 J jnl
Effective packet number for early stage internet traffic identification.
Neurocomputing
Lizhi Peng, Bo Yang, Yuehui Chen
2015 — conf
High Performance NetFPGA and Multi-fractal Wavelet Model Based Network Traffic Generator.
ICSI (3)
Zhenxiang Chen, Keke Wang, Lizhi Peng, Tao Sun, Lei Zhang
2015 — conf
Using Map-Based Interactive Interface for Understanding and Characterizing Crime Data in Cities.
ICSI (3)
Zhenxiang Chen, Qiben Yan, Lei Zhang, Lizhi Peng, Hongbo Han
2014 J jnl
A new approach for imbalanced data classification based on data gravitation.
Inf. Sci.
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen
2014 — conf
Feature Evaluation for Early Stage Internet Traffic Identification.
ICA3PP (1)
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen
2014 — conf
Feature Selection Toward Optimizing Internet Traffic Behavior Identification.
ICA3PP (2)
Zhenxiang Chen, Lizhi Peng, Shupeng Zhao, Lei Zhang, Shan Jing
2014 — conf
Hierarchical RBF Neural Network Using for Early Stage Internet Traffic Identification.
CSE
Lizhi Peng, Bo Yang, Yuehui Chen
2011 J jnl
A parallel evolving algorithm for flexible neural tree.
Parallel Comput.
Lizhi Peng, Bo Yang, Lei Zhang, Yuehui Chen
2010 Misc conf
Traffic classification using probabilistic neural networks.
ICNC
Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing
2010 B conf
Traffic identification using flexible neural trees.
IWQoS
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen, Mahmoud T. Qassrawi, Gang Lu
2009 J jnl
Data gravitation based classification.
Inf. Sci.
Lizhi Peng, Bo Yang, Yuehui Chen, Ajith Abraham
2009 J jnl
Online hybrid traffic classifier for Peer-to-Peer systems based on network processors.
Appl. Soft Comput.
Zhenxiang Chen, Bo Yang, Yuehui Chen, Ajith Abraham, Crina Grosan, Lizhi Peng
2007 — conf
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space.
IWINAC (1)
Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, Lizhi Peng
2007 J jnl
Automatic Design of Hierarchical Takagi-Sugeno Type Fuzzy Systems Using Evolutionary Algorithms.
IEEE Trans. Fuzzy Syst.
Yuehui Chen, Bo Yang, Ajith Abraham, Lizhi Peng
2006 — conf
A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection.
ICONIP (3)
Bo Yang, Lizhi Peng, Yuehui Chen, Hanxing Liu, Runzhang Yuan
2006 — conf
A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree.
ISDA (2)
Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen
2006 — conf
Exchange Rate Forecasting Using Flexible Neural Trees.
ISNN (2)
Yuehui Chen, Lizhi Peng, Ajith Abraham
2006 C conf
Gene Expression Profiling Using Flexible Neural Trees.
IDEAL
Yuehui Chen, Lizhi Peng, Ajith Abraham
2006 — conf
Hierarchical Radial Basis Function Neural Networks for Classification Problems.
ISNN (1)
Yuehui Chen, Lizhi Peng, Ajith Abraham
2006 — conf
Stock Index Modeling Using Hierarchical Radial Basis Function Networks.
KES (3)
Yuehui Chen, Lizhi Peng, Ajith Abraham