Zhifeng Xiao, Ph.D.

Zhifeng Xiao, Ph.D.
Associate Professor, Computer Science and Software Engineering
157 Burke

Mailing Address:
ERIE PA 16563

I joined Penn State Behrend in Aug. 2013 as an Assistant Professor. Prior to that, I obtained my Ph.D. in Computer Science at the University of Alabama.

I am broadly interested in cyber security and applied cryptography. In particular, my research interests span the areas of computer and network accountability, cloud security, smart grid security, web security, and digital forensics.

Semi-supervised Vision Transformer with Adaptive Token Sampling for Breast Cancer Classification, Frontiers in Pharmacology - July 22, 2022
Collaborators: Wei Wang, Author; Ran Jiang, Co-Author; Ning Cui, Co-Author; Qian Li, Co-Author; Feng Yuan, Corresponding Author

Towards a machine learning-aided metaheuristic framework for a production/distribution system design problem, COMPUTERS & OPERATIONS RESEARCH - June 8, 2022
Collaborators: Jianing Zhi, Corresponding Author; Burcu Keskin

Transfer Learning-based Neuronal Cell Instance Segmentation with Pointwise Attentive Path Fusion, IEEE Access - May 23, 2022
Collaborator: Gehui Li, Author

HerbKG: Constructing a Herbal-Molecular Medicine Knowledge Graph using a Two-stage Framework based on Deep Transfer Learning , Frontiers in Genetics - April 27, 2022
Collaborators: Xian Zhu, Author; Yueming Gu, Co-Author

SentiMedQAer: A Transfer Learning-based Sentiment-aware Model for Biomedical Question Answering, Frontiers in Neurorobotics - March 10, 2022

An Attentive Multi-modal CNN for Brain Tumor Radiogenomic Classification, Information - March 2, 2022

Towards a Two-stage Method for Answer Selection and Summarization in Buddhism Community Question Answering, 2021 CAAI International Conference on Artificial Intelligence - December 1, 2021
Collaborators: Jiangnan Du; Jun Chen; Suhong Wang; Jianfeng Li

A GAN-enhanced Ensemble Model for Energy Consumption Forecasting in Large Commercial Buildings, IEEE Access - December 1, 2021
Collaborators: Danlan Wu, Author; Kyeon Hur

Semantic Multigranularity Feature Learning for High-Resolution Remote Sensing Image Scene Classification, Applied Sciences - October 3, 2021
Collaborators: Xinyi Ma, Author; Hong-sik Yun, Corresponding Author; Seung-Jun Lee, Co-Author

Potato Surface Defect Detection Based on Deep Transfer Learning, Agriculture - September 10, 2021
Collaborator: Chenglong Wang, Author

A Machine Learning-aided Framework to Predict Outcomes of Anti-PD-1 Therapy for Patients with Gynecological Cancer on Incomplete Post-marketing Surveillance Dataset, IEEE Access - August 24, 2021
Collaborators: Xiaomei Liu, Author; Yang Song, Co-Author; Ruizhe Zhang, Co-Author; Xiuqin Li, Co-Author; Zhenhua Du, Co-Author

Full-Abstract Biomedical Relation Extraction with Keyword-Attentive Domain Knowledge Infusion, Applied Sciences - August 9, 2021
Collaborators: Xian Zhu, Author; Lele Zhang, Co-Author; Jiangnan Du, Co-Author

Lychee Surface Defect Detection Based on Deep Convolutional Neural Networks with GAN-Based Data Augmentation, Agronomy - July 28, 2021
Collaborator: Chenglong Wang, Author

Learning Attention-Aware Interactive Features for Fine-Grained Vegetable and Fruit Classification, Applied Sciences - July 16, 2021
Collaborators: Yimin Wang, Author; Lingguo Meng, Co-Author

RCBi-CenterNet: An Absolute Pose Policy for 3D Object Detection in Autonomous Driving, Applied Sciences - June 18, 2021
Collaborators: Kang An, Author; Yixin Chen, Corresponding Author; Suhong Wang, Co-Author

A Study of Multilingual Toxic Text Detection Approaches under Imbalanced Sample Distribution, Information - May 12, 2021
Collaborators: Guizhe Song, Author; Degen Huang, Co-Author

A Multi-Channel and Multi-Spatial Attention Convolutional Neural Network for Prostate Cancer ISUP Grading, Applied Sciences - May 11, 2021
Collaborator: Bochen Yang, Author

A Hybrid Solution for Smart Supermarkets Based on the Internet of Things, 2019 7th International Conference on Information, Communication and Networks (ICICN) - April 21, 2019
Collaborator: Yanping Zhang

P-Accountability: A Quantitative Study of Accountability in Net- worked Systems, Wireless Personal Communications - August 1, 2017
Collaborators: Yang Xiao; Jie Wu

Towards a Two-phase Unsupervised System for Cybersecurity Concepts Extraction, 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery - July 29, 2017

An Empirical Study of Cookie Theft Vulnerability for Modern Websites. - March 18, 2016
Collaborators: Jeffery Array; Robert Steiner

Network Forensics Analysis Using Wireshark, International Journal of Security and Networks - July 1, 2015
Collaborators: Vivens Ndatinya, Co-Author; Vasudeva Manepalli, Co-Author; Ke Meng, Co-Author; Yang Xiao, Co-Author

A Difference-comparison-based Approach for Malicious Meter Inspection in Neighborhood Area Smart Grids, 2015 IEEE International Conference on Communications - June 8, 2015
Collaborators: Xiaofang Xia, Author; Wei Liang, Co-Author; Yang Xiao, Co-Author; Meng Zheng, Co-Author

An Accountable Framework for Sensing-oriented Mobile Cloud Computing, Journal of Internet Technology - September 1, 2014
Collaborators: Yang Xiao; Hui Chen

Partial Sensing Coverage in 3D Wireless Lattice Sensor Networks, In 2014 IEEE International Conference on Communications (ICC) - June 1, 2014
Collaborators: Yun Wang; William Chu; Yanping Zhang

Coverage and Intrusion Detection in Wireless Sensor Networks - May 1, 2014
Collaborators: Yanping Zhang; Yun Wang

Leveraging Mobile Agents for Log Analysis in Data Center Networks, Journal of Internet Services and Information Security (JISIS) - May 1, 2014
Collaborator: Yun Wang, Co-Author

Partial Sensing Coverage and Deployment Efficiency in Wireless Directional Sensor Networks, The 13th Annual Wireless Telecommunications Symposium 2014 (WTS 2014) - March 1, 2014
Collaborators: Yun Wang; Yanwei Wu

Security in Wireless Sensor Networks: State-of-the-Art, Challenges, and Opportunities - February, 2014
Collaborators: Yun Wang; Yanping Zhang

Achieving Accountable MapReduce in Cloud Computing, The journal of (Elsevier) Future Generation Computer Systems - January, 2014
Collaborator: Yang Xiao

A Review of GENI Authentication and Access Control Mechanisms, International Journal of Security and Networks - July, 2013
Collaborators: Bo Fu; Yang Xiao

Multi-annulus Partition based Image Representation for Image Classification, International Journal of Sensor Networks - March, 2013
Collaborators: Liang Ye; Jiang Yu; Hongzhe Liu

Non-repudiation in Neighborhood Area Networks for Smart Grid, IEEE Communications Magazine - January 1, 2013
Collaborator: Yang Xiao

Exploring Malicious Meter Inspection in Neighborhood Area Smart Grids, IEEE Transactions on Smart Grid - December, 2012
Collaborator: Yang Xiao

Security and Privacy in Cloud Computing, IEEE Communications Surveys and Tutorials - July, 2012
Collaborator: Yang Xiao, Co-Author

A Survey of Accountability in Computer Networks and Distributed Systems, Security and Communication Networks - June, 2012
Collaborators: Nandhakumar Kathiresshan; Yang Xiao

PeerReview Re-evaluation for Accountability in Distributed Systems or Networks, International Journal of Security and Networks - March, 2012
Collaborator: Yang Xiao

Building Accountable Smart Grids in Neighborhood Area Networks, 2011 IEEE Global Telecommunications Conference (GLOBECOM 2011) - December, 2011
Collaborators: Yang Xiao; David Du

Accountable MapReduce in Cloud Computing, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) - April, 2011
Collaborator: Yang Xiao

EagleEye: A Logging Framework for Accountable Distributed and Networked Systems, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) - April, 2011
Collaborator: Nandhakumar Kathiresshan

A Quantitative Study of Accountability in Wireless Multi-hop Networks, 2010 39th International Conference on Parallel Processing (ICPP) - September, 2010
Collaborators: Yang Xiao; Jie Wu

PeerReview Analysis and Re-evaluation for Accountability in Distributed Systems or Networks, Information Security and Assurance 2010 - June, 2010
Collaborator: Yang Xiao

P-Accountable Networked Systems, INFOCOM IEEE Conference on Computer Communications Workshops - March, 2010
Collaborator: Yang Xiao, Co-Author

Ph D, Computer Science, The University of Alabama

BE, Computer Science, Shandong University