Shengjie Xu

According to our database, Shengjie Xu authored at least 30 papers between 2015 and 2025.

Collaborative distances:

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

2025

TEDVIL: Leveraging Transformer-Based Embeddings for Vulnerability Detection in Lifted Code.

Gary A. McCully, John D. Hastings, Shengjie Xu

IEEE Access, 2025

A Comprehensive Survey of Security and Privacy in UAV Systems.

Bryce Cordill, Dongfeng Fang, Shengjie Xu

IEEE Access, 2025

Quantum-Inspired Trust Scoring for Zero Trust Security: A Simulation-Based Approach.

Shengjie Xu, Yi Qian

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Temporal-Spatial Feature Modification Attacks Against Machine Learning-Based Network Intrusion Detection Systems.

Sohini Pillay, Eeshan Walia, Christopher Yoeurng, Dongfeng Fang, Shengjie Xu

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

Comparing Unidirectional, Bidirectional, and Word2vec Models for Discovering Vulnerabilities in Compiled Lifted Code.

Gary A. McCully, John D. Hastings, Shengjie Xu, Adam Fortier

Proceedings of the 13th International Symposium on Digital Forensics and Security, 2025

Zero Trust Architecture for Securing Edge AI and Federated Learning in Edge Computing.

Shengjie Xu, Yi Qian

Proceedings of the IEEE INFOCOM 2025, 2025

Dynamic Trust Scoring for Zero Trust at the Edge: A Multi-Factor, Context-Aware Approach.

Shengjie Xu, Yi Qian

Proceedings of the IEEE Conference on Communications and Network Security, 2025

2024

Impact of Data Snooping on Deep Learning Models for Locating Vulnerabilities in Lifted Code.

Gary A. McCully, John D. Hastings, Shengjie Xu

CoRR, 2024

Bi-Directional Transformers vs. word2vec: Discovering Vulnerabilities in Lifted Compiled Code.

Gary A. McCully, John D. Hastings, Shengjie Xu, Adam Fortier

CoRR, 2024

Optimizing Weighted Ensemble ML IDS Using Parallelization and Batch Learning in Healthcare Networks.

Blake Ward, Daniel Gonzalez, Jake Alt, Dongfeng Fang, Shengjie Xu

Proceedings of the IEEE International Conference on E-health Networking, 2024

2023

Towards Adaptive Zero Trust Model for Secure AI.

Kexin Zhang, Shengjie Xu, Bongsik Shin

Proceedings of the IEEE Conference on Communications and Network Security, 2023

2022

Shellcoding: Hunting for Kernel32 Base Address.

Tarek Ahmed, Shengjie Xu

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Challenges and Solutions for Cellular Based V2X Communications.

Sohan Gyawali, Shengjie Xu, Yi Qian, Rose Qingyang Hu

IEEE Commun. Surv. Tutorials, 2021

Improving Adversarial Attacks Against Executable Raw Byte Classifiers.

Justin Burr, Shengjie Xu

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

A Metric for Machine Learning Vulnerability to Adversarial Examples.

Matthew Bradley, Shengjie Xu

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

2020

Data-Driven Edge Intelligence for Robust Network Anomaly Detection.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

IEEE Trans. Netw. Sci. Eng., 2020

Edge Intelligence Assisted Gateway Defense in Cyber Security.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

IEEE Netw., 2020

Automated Post-Breach Penetration Testing through Reinforcement Learning.

Sujita Chaudhary, Austin O'Brien, Shengjie Xu

Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

2019

Data-Driven Network Intelligence for Anomaly Detection.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

IEEE Netw., 2019

A Semi-Supervised Learning Approach for Network Anomaly Detection in Fog Computing.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Efficient Network Anomaly Detection for Edge Gateway Defense in 5G.

Shengjie Xu, Dongfeng Fang, Hamid Sharif

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Security Analysis of Wireless Train Control Systems.

Dongfeng Fang, Shengjie Xu, Hamid Sharif

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

2018

A D2D Based Clustering Scheme for Public Safety Communications.

Sohan Gyawali, Shengjie Xu, Feng Ye, Rose Qingyang Hu, Yi Qian

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

A Predicate Encryption Based Anomaly Detection Scheme for E-Health Communications Network.

Shengjie Xu, Feng Ye

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Privacy-Preserving Data Preprocessing for Fog Computing in 5G Network Security.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

Proceedings of the IEEE Global Communications Conference, 2018

2017

A data-driven preprocessing scheme on anomaly detection in big data applications.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

A Study on Communication Network Reliability for Advanced Metering Infrastructure in Smart Grid.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016

A Secure Data Learning Scheme in Big Data Applications.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

2015

On Reliability of Smart Grid Neighborhood Area Networks.

Shengjie Xu, Yi Qian, Rose Qingyang Hu

IEEE Access, 2015

Quantitative study of reliable communication infrastructure in smart grid NAN.

Shengjie Xu, Yi Qian

Proceedings of the 11th International Conference on the Design of Reliable Communication Networks, 2015