Lizhi Peng

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 61

Top Topics

Imbalanced Data

Network Traffic

Malware Detection

Top Venues

Publications

Muwei Jian, Chen Tao, Ronghua Wu, Haoran Zhang, Xiaoguang Li, Rui Wang, Yanlei Wang, Lizhi Peng, Jian Zhu
HRU-Net: A high-resolution convolutional neural network for esophageal cancer radiotherapy target segmentation. Comput. Methods Programs Biomed. 250 (2024)
Lizhi Peng, Bo Zhao
Navigating the ethical landscape behind ChatGPT. Big Data Soc. 11 (1) (2024)
Yingshuo Bao, Shuaili Liu, Zhongfeng Qu, Lizhi Peng
Live-Stream Identification Based on Reasoning Network with Core Traffic Set. KSEM (2) (2023)
Peng Yuan, Shanshan Wang, Chuan Zhao, Wenyue Wang, Daokuan Bai, Lizhi Peng, Zhenxiang Chen
Adversarial Attack with Genetic Algorithm against IoT Malware Detectors. ICC (2023)
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. ICC (2023)
Yaqi Li, Lizhi Peng, Yihang Hao, Hui Li, Xiang Chen, Bo Yang
D-CoA: Probability Density-based Confidence Assignment Semi-Supervised Clustering Ensemble. ICPADS (2023)
Mengda Lyu, Lizhi Peng, Hui Li, Bo Yang, Xiang Chen
Sketch-based Real-time Intrusion Detection Framework for Industrial Internet of Things. ICPADS (2023)
Hui Li, Yihang Hao, Mengda Lyu, Xiaojie Yu, Bo Yang, Lizhi Peng
An Early Stage Identification of Cryptomining Behavior with DNS Requests. ADMA (5) (2023)
Ting Wu, Yihang Hao, Bo Yang, Lizhi Peng
ECM-EFS: An ensemble feature selection based on enhanced co-association matrix. Pattern Recognit. 139 (2023)
Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng
Video traffic identification with novel feature extraction and selection method. CoRR (2023)
Licheng Zhang, Shuaili Liu, Qingsheng Yang, Zhongfeng Qu, Lizhi Peng
A Novel Adaptive Distribution Distance-Based Feature Selection Method for Video Traffic Identification. ADMA (4) (2023)
Xiao Sun, Jindong Xu, Yongli Ma, Tianyu Zhao, Shifeng Ou, Lizhi Peng
Blind image separation based on attentional generative adversarial network. J. Ambient Intell. Humaniz. Comput. 13 (3) (2022)
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Enlong Li, Lizhi Peng, Chuan Zhao
Mining Function Homology of Bot Loaders from Honeypot Logs. CoRR (2022)
Shuaili Liu, Licheng Zhang, Peifa Sun, Yingshuo Bao, Lizhi Peng
Video traffic identification with a distribution distance-based feature selection. IPCCC (2022)
Wenyue Wang, Shanshan Wang, Daokuan Bai, Chuan Zhao, Lizhi Peng, Zhenxiang Chen
SFMD: A Semi-Supervised Federated Malicious Traffic Detection Approach in IoT. ISPA/BDCloud/SocialCom/SustainCom (2022)
Peifa Sun, Mengda Lyu, Hui Li, Bo Yang, Lizhi Peng
An early stage convolutional feature extracting method using for mining traffic detection. Comput. Commun. 193 (2022)
Yuxi Xie, Min Qiu, Haibo Zhang, Lizhi Peng, Zhenxiang Chen
Gaussian Distribution Based Oversampling for Imbalanced Data Classification. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Ying Pang, Haibo Zhang, Jeremiah D. Deng, Lizhi Peng, Fei Teng
Rule-Based Collaborative Learning with Heterogeneous Local Learning Models. PAKDD (1) (2022)
Yihang Hao, Ting Wu, Lizhi Peng, Bo Yang
NB-Radar: An Effective Method for Detecting Local Network Behaviors. ICCT (2022)
Yuhui Zhu, Zhenxiang Chen, Qiben Yan, Shanshan Wang, Alberto Giaretta, Enlong Li, Lizhi Peng, Chuan Zhao, Mauro Conti
Devils in the Clouds: An Evolutionary Study of Telnet Bot Loaders. CoRR (2022)
Shuzhuang Zhang, Yaning Zhang, Min Zhou, Lizhi Peng
Community detection based on similarities of communication behavior in IP networks. J. Ambient Intell. Humaniz. Comput. 13 (3) (2022)
Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang, Qiben Yan, Lizhi Peng, Chuan Zhao
IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles. ICPADS (2021)
Gang Zhang, Hao Li, Zhenxiang Chen, Lizhi Peng, Yuhui Zhu, Chuan Zhao
AndroCreme: Unseen Android Malware Detection Based on Inductive Conformal Learning. TrustCom (2021)
Anli Yan, Zhenxiang Chen, Haibo Zhang, Lizhi Peng, Qiben Yan, Muhammad Umair Hassan, Chuan Zhao, Bo Yang
Effective detection of mobile malware behavior based on explainable deep neural network. Neurocomputing 453 (2021)
Min Qiu, Lizhi Peng, Ying Pang, Bo Yang, Panpan Li
Similarity-evaluation-based evolving of flexible neural trees for imbalanced classification. Appl. Soft Comput. 111 (2021)
Peifa Sun, Lizhi Peng, Bo Yang, Shuaili Liu
A Novel Feature Method for Fast Extraction of Mining Traffic. HPCC/DSS/SmartCity/DependSys (2021)
Xiaojie Yu, Min Qiu, Lizhi Peng
A Novel Method to Classify Videos Based VBR Trace. ML4CS (2) (2020)
Xuemei Li, Bo Yang, Lizhi Peng, Baosheng Li, Jian Zhu
An Imbalanced Learning Based Method for Esophageal Squamous Cell Carcinoma (ESCC) Distant Metastasis Predicting. ML4CS (3) (2020)
Anli Yan, Zhenxiang Chen, Riccardo Spolaor, Shuaishuai Tan, Chuan Zhao, Lizhi Peng, Bo Yang
Network-based Malware Detection with a Two-tier Architecture for Online Incremental Update. IWQoS (2020)
Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
Gradient descent evolved imbalanced data gravitation classification with an application on Internet video traffic identification. Inf. Sci. 539 (2020)
Shanshan Wang, Zhenxiang Chen, Qiben Yan, Ke Ji, Lizhi Peng, Bo Yang, Mauro Conti
Deep and broad URL feature mining for android malware detection. Inf. Sci. 513 (2020)
Anqi Teng, Lizhi Peng, Yuxi Xie, Haibo Zhang, Zhenxiang Chen
Imbalanced Data Gravitation Classification Model Using For Internet Video Traffic Identification. BigDataSecurity/HPSC/IDS (2019)
Shanshan Wang, Zhenxiang Chen, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
A mobile malware detection method using behavior features in network traffic. J. Netw. Comput. Appl. 133 (2019)
Ying Pang, Zhenxiang Chen, Lizhi Peng, Kun Ma, Chuan Zhao, Ke Ji
A Signature-Based Assistant Random Oversampling Method for Malware Detection. TrustCom/BigDataSE (2019)
Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng, Baosheng Li, Jian Zhu, Ajith Abraham
A Prognosis Method for Esophageal Squamous Cell Carcinoma Based on CT Image and Three-Dimensional Convolutional Neural Networks. ISDA (2019)
Hanbo Deng, Lizhi Peng, Haibo Zhang, Bo Yang, Zhenxiang Chen
Ranking-based biased learning swarm optimizer for large-scale optimization. Inf. Sci. 493 (2019)
Yuxi Xie, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang, Haibo Zhang
Generative learning for imbalanced data using the Gaussian mixed model. Appl. Soft Comput. 79 (2019)
Lizhi Peng, Haibo Zhang, Houcine Hassan, Yuehui Chen, Bo Yang
Accelerating data gravitation-based classification using GPU. J. Supercomput. 75 (6) (2019)
Ying Pang, Lizhi Peng, Zhenxiang Chen, Bo Yang, Hongli Zhang
Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection. Inf. Sci. 484 (2019)
Anli Yan, Zhenxiang Chen, Lin Wang, Lizhi Peng, Muhammad Umair Hassan, Chuan Zhao
Neural Network Rule Extraction for Real Time Traffic Behavior Identification. SPAC (2018)
Qi He, Zhenxiang Chen, Anli Yan, Lizhi Peng, Chuan Zhao, Yuliang Shi
TrafficPSSF: A Fast and An Effective Malware Detection Under Online and Offline. SPAC (2018)
Rui Wang, Jinfeng Zhao, Lizhi Peng, Bo Yang, Lin Wang, Baosheng Li
Medical entity recognition of Esophageal Carcinoma based on word clustering. SPAC (2018)
Anran Liu, Zhenxiang Chen, Shanshan Wang, Lizhi Peng, Chuan Zhao, Yuliang Shi
A Fast and Effective Detection of Mobile Malware Behavior Using Network Traffic. ICA3PP (4) (2018)
Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis, Lizhi Peng
An Improved PBIL Algorithm for Optimal Coalition Structure Generation of Smart Grids. PAKDD (Workshops) (2018)
Yuxi Xie, Hanbo Deng, Lizhi Peng, Zhenxiang Chen
Accurate Identification of Internet Video Traffic Using Byte Code Distribution Features. ICA3PP (1) (2018)
Zhenxiang Chen, Qiben Yan, Hongbo Han, Shanshan Wang, Lizhi Peng, Lin Wang, Bo Yang
Machine learning based mobile malware detection using highly imbalanced network traffic. Inf. Sci. (2018)
Lizhi Peng, Haibo Zhang, Yuehui Chen, Bo Yang
Imbalanced traffic identification using an imbalanced data gravitation-based classification model. Comput. Commun. 102 (2017)
Zhenxiang Chen, Zhusong Liu, Lizhi Peng, Lin Wang, Lei Zhang
A novel semi-supervised learning method for Internet application identification. Soft Comput. 21 (8) (2017)
Haibo Zhang, Luming Wan, Yawen Chen, Laurence T. Yang, Lizhi Peng
Adaptive Message Routing and Replication in Mobile Opportunistic Networks for Connected Communities. ACM Trans. Internet Techn. 18 (1) (2017)
Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Lizhi Peng, Martin K. Purvis, Maryam Purvis
Top-k Merit Weighting PBIL for Optimal Coalition Structure Generation of Smart Grids. ICONIP (4) (2017)
Zhenxiang Chen, Lizhi Peng, Chongzhi Gao, Bo Yang, Yuehui Chen, Jin Li
Flexible neural trees based early stage identification for IP traffic. Soft Comput. 21 (8) (2017)
Lizhi Peng, Hongli Zhang, Haibo Zhang, Bo Yang
A fast feature weighting algorithm of data gravitation classification. Inf. Sci. 375 (2017)
Shanshan Wang, Zhenxiang Chen, Lei Zhang, Qiben Yan, Bo Yang, Lizhi Peng, Zhongtian Jia
TrafficAV: An effective and explainable detection of mobile malware behavior using network traffic. IWQoS (2016)
Lizhi Peng, Bo Yang, Yuehui Chen, Zhenxiang Chen
Effectiveness of Statistical Features for Early Stage Internet Traffic Identification. Int. J. Parallel Program. 44 (1) (2016)
Chengwei Wang, Dan Kang, Xiuyang Zhao, Lizhi Peng, Caiming Zhang
Extraction of Feature Points on 3D Meshes Through Data Gravitation. ICIC (2) (2016)
Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou
Early Stage Internet Traffic Identification Using Data Gravitation Based Classification. DASC/PiCom/DataCom/CyberSciTech (2016)
Lizhi Peng, Haibo Zhang, Bo Yang, Yuehui Chen, Xiaoqing Zhou
SMOTE-DGC: An Imbalanced Learning Approach of Data Gravitation Based Classification. ICIC (2) (2016)
Lizhi Peng, Bo Yang, Yuehui Chen, Xiaoqing Zhou
An under-sampling imbalanced learning of data gravitation based classification. ICNC-FSKD (2016)
Dong Cao, Shanshan Wang, Qun Li, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Bo Yang
DroidCollector: A High Performance Framework for High Quality Android Traffic Collection. Trustcom/BigDataSE/ISPA (2016)
Linlin Wang, Lizhi Peng, Majing Su, Bo Yang, Xiaoqing Zhou
On the Impact of Packet Inter Arrival Time for Early Stage Traffic Identification. iThings/GreenCom/CPSCom/SmartData (2016)
Lizhi Peng, Haibo Zhang, Bo Yang, Majing Su, Yuehui Chen
On the Effectiveness of Packet Sampling for Early Stage Traffic Identification. iThings/GreenCom/CPSCom/SmartData (2016)
Zhenxiang Chen, Hongbo Han, Qiben Yan, Bo Yang, Lizhi Peng, Lei Zhang, Jin Li
A First Look at Android Malware Traffic in First Few Minutes. TrustCom/BigDataSE/ISPA (1) (2015)
Zhenxiang Chen, Qiben Yan, Lei Zhang, Lizhi Peng, Hongbo Han
Using Map-Based Interactive Interface for Understanding and Characterizing Crime Data in Cities. ICSI (3) (2015)
Hongbo Han, Zhenxiang Chen, Qiben Yan, Lizhi Peng, Lei Zhang
A Real-time Android Malware Detection System Based on Network Traffic Analysis. ICA3PP (3) (2015)
Zhenxiang Chen, Keke Wang, Lizhi Peng, Tao Sun, Lei Zhang
High Performance NetFPGA and Multi-fractal Wavelet Model Based Network Traffic Generator. ICSI (3) (2015)
Lizhi Peng, Bo Yang, Yuehui Chen
Effective packet number for early stage internet traffic identification. Neurocomputing 156 (2015)
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen
Feature Evaluation for Early Stage Internet Traffic Identification. ICA3PP (1) (2014)
Zhenxiang Chen, Lizhi Peng, Shupeng Zhao, Lei Zhang, Shan Jing
Feature Selection Toward Optimizing Internet Traffic Behavior Identification. ICA3PP (2) (2014)
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen
A new approach for imbalanced data classification based on data gravitation. Inf. Sci. 288 (2014)
Lizhi Peng, Bo Yang, Yuehui Chen
Hierarchical RBF Neural Network Using for Early Stage Internet Traffic Identification. CSE (2014)
Lizhi Peng, Bo Yang, Lei Zhang, Yuehui Chen
A parallel evolving algorithm for flexible neural tree. Parallel Comput. 37 (10-11) (2011)
Runyuan Sun, Bo Yang, Lizhi Peng, Zhenxiang Chen, Lei Zhang, Shan Jing
Traffic classification using probabilistic neural networks. ICNC (2010)
Lizhi Peng, Hongli Zhang, Bo Yang, Yuehui Chen, Mahmoud T. Qassrawi, Gang Lu
Traffic identification using flexible neural trees. IWQoS (2010)
Lizhi Peng, Bo Yang, Yuehui Chen, Ajith Abraham
Data gravitation based classification. Inf. Sci. 179 (6) (2009)
Zhenxiang Chen, Bo Yang, Yuehui Chen, Ajith Abraham, Crina Grosan, Lizhi Peng
Online hybrid traffic classifier for Peer-to-Peer systems based on network processors. Appl. Soft Comput. 9 (2) (2009)
Yuehui Chen, Bo Yang, Ajith Abraham, Lizhi Peng
Automatic Design of Hierarchical Takagi-Sugeno Type Fuzzy Systems Using Evolutionary Algorithms. IEEE Trans. Fuzzy Syst. 15 (3) (2007)
Lin Wang, Bo Yang, Zhenxiang Chen, Ajith Abraham, Lizhi Peng
A Novel Improvement of Neural Network Classification Using Further Division of Partition Space. IWINAC (1) (2007)
Zhenxiang Chen, Haiyang Wang, Lizhi Peng, Bo Yang, Yuehui Chen
A Novel Method of P2P Hosts Detection Based on Flexible Neural Tree. ISDA (2) (2006)
Yuehui Chen, Lizhi Peng, Ajith Abraham
Stock Index Modeling Using Hierarchical Radial Basis Function Networks. KES (3) (2006)
Bo Yang, Lizhi Peng, Yuehui Chen, Hanxing Liu, Runzhang Yuan
A DGC-Based Data Classification Method Used for Abnormal Network Intrusion Detection. ICONIP (3) (2006)
Yuehui Chen, Lizhi Peng, Ajith Abraham
Gene Expression Profiling Using Flexible Neural Trees. IDEAL (2006)
Yuehui Chen, Lizhi Peng, Ajith Abraham
Hierarchical Radial Basis Function Neural Networks for Classification Problems. ISNN (1) (2006)
Yuehui Chen, Lizhi Peng, Ajith Abraham
Exchange Rate Forecasting Using Flexible Neural Trees. ISNN (2) (2006)