Jiaping Gui

According to our database, Jiaping Gui authored at least 30 papers between 2011 and 2025.

Collaborative distances:

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

2025

Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems.

Chenglong Wang, Pujia Zheng, Jiaping Gui, Cunqing Hua, Wajih Ul Hassan

CoRR, March, 2025

FedSDP: Explainable Differential Privacy in Federated Learning via Shapley Values.

Yunbo Li, Jiaping Gui, Yue Wu

CoRR, March, 2025

Solving Data Contamination in DDoS Detection: A Method Based on Hierarchical Federated Learning.

Jiaping Gui, Ruiwen Ji, Haishi Huang, Jianan Hong, Cunqing Hua

IEEE Trans. Inf. Forensics Secur., 2025

ProvAudit: Enhance High-Level Privacy Inference Through System Provenance Data.

Ding Li, Jifan Xiao, Peng Jiang, Jiaping Gui, Dongjin Song, Yun Ma, Gang Huang, Xuanzhe Liu

IEEE Trans. Dependable Secur. Comput., 2025

DISTR: Detecting multi-stage IoT botnets through contextual traffic and causal analytics.

Fanchao Meng, Jiaping Gui, Futai Zou, Yunbo Li, Yue Wu

Comput. Secur., 2025

BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation.

Haiyang Yu, Tian Xie, Jiaping Gui, Pengyang Wang, Pengzhou Cheng, Ping Yi, Yue Wu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

A Principled Approach for Detecting APTs in Massive Networks via Multi-Stage Causal Analytics.

Jiaping Gui, Mingjie Nie, Jinyao Guo, Futai Zou, Mati Ur Rehman, Wajih Ul Hassan

Proceedings of the IEEE INFOCOM 2025, 2025

2024

BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation.

Haiyang Yu, Tian Xie, Jiaping Gui, Pengyang Wang, Ping Yi, Yue Wu

CoRR, 2024

An Experimental Study of Different Aggregation Schemes in Semi-Asynchronous Federated Learning.

Yunbo Li, Jiaping Gui, Yue Wu

CoRR, 2024

FAMOS: Robust Privacy-Preserving Authentication on Payment Apps via Federated Multi-Modal Contrastive Learning.

Yifeng Cai, Ziqi Zhang, Jiaping Gui, Bingyan Liu, Xiaoke Zhao, Ruoyu Li, Zhe Li, Ding Li

Proceedings of the 33rd USENIX Security Symposium, 2024

HFL-AD: A Hierarchical Federated Learning Framework for Solving Data Contamination in DDoS Detection.

Haishi Huang, Jiaping Gui, Jianan Hong, Cunqing Hua

Proceedings of the 23rd IEEE International Conference on Trust, 2024

ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security.

Kunal Mukherjee, Joshua Wiedemeier, Qi Wang, Junpei Kamimura, Junghwan John Rhee, James Wei, Zhichun Li, Xiao Yu, Lu-An Tang, Jiaping Gui, Kangkook Jee

Proceedings of the Applied Cryptography and Network Security, 2024

2021

Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs.

Lei Cai, Zhengzhang Chen, Chen Luo, Jiaping Gui, Jingchao Ni, Ding Li, Haifeng Chen

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A Generic Edge-Empowered Graph Convolutional Network via Node-Edge Mutual Enhancement.

Pengyang Wang, Jiaping Gui, Zhengzhang Chen, Junghwan Rhee, Haifeng Chen, Yanjie Fu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Anomaly Detection on Web-User Behaviors Through Deep Learning.

Jiaping Gui, Zhengzhang Chen, Xiao Yu, Cristian Lumezanu, Haifeng Chen

Proceedings of the Security and Privacy in Communication Networks, 2020

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis.

Jiaping Gui, Ding Li, Zhengzhang Chen, Junghwan Rhee, Xusheng Xiao, Mu Zhang, Kangkook Jee, Zhichun Li, Haifeng Chen

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage.

Wajih Ul Hassan, Ding Li, Kangkook Jee, Xiao Yu, Kexuan Zou, Dawei Wang, Zhengzhang Chen, Zhichun Li, Junghwan Rhee, Jiaping Gui, Adam Bates

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

Heterogeneous Graph Matching Networks.

Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu

CoRR, 2019

Heterogeneous Graph Matching Networks for Unknown Malware Detection.

Shen Wang, Zhengzhang Chen, Xiao Yu, Ding Li, Jingchao Ni, Lu-An Tang, Jiaping Gui, Zhichun Li, Haifeng Chen, Philip S. Yu

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Progressive processing of system-behavioral query.

Jiaping Gui, Xusheng Xiao, Ding Li, Chung Hwan Kim, Haifeng Chen

Proceedings of the 35th Annual Computer Security Applications Conference, 2019

2017

Detecting display energy hotspots in Android apps.

Mian Wan, Yuchen Jin, Ding Li, Jiaping Gui, Sonal Mahajan, William G. J. Halfond

Softw. Test. Verification Reliab., 2017

What Aspects of Mobile Ads Do Users Care About? An Empirical Study of Mobile In-app Ad Reviews.

Jiaping Gui, Meiyappan Nagappan, William G. J. Halfond

CoRR, 2017

An Empirical Study of Local Database Usage in Android Applications.

Yingjun Lyu, Jiaping Gui, Mian Wan, William G. J. Halfond

Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

2016

Automated energy optimization of HTTP requests for mobile applications.

Ding Li, Yingjun Lyu, Jiaping Gui, William G. J. Halfond

Proceedings of the 38th International Conference on Software Engineering, 2016

Lightweight measurement and estimation of mobile ad energy consumption.

Jiaping Gui, Ding Li, Mian Wan, William G. J. Halfond

Proceedings of the 5th International Workshop on Green and Sustainable Software, 2016

2015

Truth in Advertising: The Hidden Cost of Mobile Ads for Software Developers.

Jiaping Gui, Stuart McIlroy, Meiyappan Nagappan, William G. J. Halfond

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

An Empirical Study of the Energy Consumption of Android Applications.

Ding Li, Shuai Hao, Jiaping Gui, William G. J. Halfond

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

2012

Markov Chain-Based Routing Algorithm in Delay-Tolerant Networks.

Chenji Pan, Jiaping Gui, Jiaju Yan, Yue Wu

Proceedings of the 12th IEEE/IPSJ International Symposium on Applications and the Internet, 2012

Cost based routing in delay tolerant networks.

Jiaping Gui, Yue Wu, Chenji Pan, Futai Zou, Yifei Xie

Proceedings of the 23rd IEEE International Symposium on Personal, 2012

2011

Shape Feature Analysis for Visual Speech and Speaker Recognition.

Jiaping Gui, Shilin Wang

Proceedings of the Applied Informatics and Communication - International Conference, 2011