Tianchong Gao

Yucheng Bian

IEEE Trans. Comput. Soc. Syst., December, 2024

Federated learning backdoor attack detection with persistence diagram.

[BibT_eX]

[DOI]

Zihan Ma

Comput. Secur., January, 2024

Graph classification using high-difference-frequency subgraph embedding.

[BibT_eX]

[DOI]

Yixin Xu

Neurocomputing, 2024

AMOUE: Adaptive modified optimized unary encoding method for local differential privacy data preservation.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2024

Toward Multimodal Vertical Federated Learning: A Traffic Analysis Case Study.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Subjective Logic-based Decentralized Federated Learning for Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

2023

Unsupervised Deep Learning for an Image Based Network Intrusion Detection System.

[BibT_eX]

[DOI]

Ryan Hosler

Proceedings of the IEEE Global Communications Conference, 2023

2022

Distributed Swift and Stealthy Backdoor Attack on Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Machine Learning-based Online Social Network Privacy Preservation.

[BibT_eX]

[DOI]

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

Differential Private Social Network Publication and Persistent Homology Preservation.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

2020

Understanding Shilling Attacks and Their Detection Traits: A Comprehensive Survey.

[BibT_eX]

[DOI]

IEEE Access, 2020

Protecting Social Network With Differential Privacy Under Novel Graph Model.

[BibT_eX]

[DOI]

IEEE Access, 2020

Multi-Armed-Bandit-based Shilling Attack on Collaborative Filtering Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Deep Dynamic Clustering of Spam Reviewers using Behavior-Anomaly-based Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Android Malware Detection via Graphlet Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Privacy-Preserving Sketching for Online Social Network Data Publication.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

PHDP: Preserving Persistent Homology in Differentially Private Graph Publications.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

De-Anonymization of Dynamic Online Social Networks via Persistent Structures.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Efficient Content Delivery via Interest Queueing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Sharing Social Networks Using a Novel Differentially Private Graph Model.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

2018

Local Differential Privately Anonymizing Online Social Networks Under HRG-Based Model.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2018

Studying the utility preservation in social network anonymization via persistent homology.

[BibT_eX]

[DOI]

Comput. Secur., 2018

2017

Preserving Local Differential Privacy in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2017

Using Persistent Homology to Represent Online Social Network Graphs.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Preserving Graph Utility in Anonymized Social Networks? A Study on the Persistent Homology.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

Obfuscating function call topography to test structural malware detection against evasion attacks.

[BibT_eX]

[DOI]

Andrew Choliy