Shouling Ji

Shouling Ji

Georgia Institute of Technology

H-index: 45

North America-United States

About Shouling Ji

Shouling Ji, With an exceptional h-index of 45 and a recent h-index of 41 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Data-driven Security, AI Security, Software Scurity, Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection

Hijack Vertical Federated Learning Models As One Party

TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events

EdgePro: Edge Deep Learning Model Protection via Neuron Authorization

MalGNE: Enhancing the Performance and Efficiency of CFG-based Malware Detector by Graph Node Embedding in Low Dimension Space

HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning

Towards Practical Backdoor Attacks on Federated Learning Systems

Shouling Ji Information

University

Position

Zhejiang University &

Citations(all)

8161

Citations(since 2020)

6642

Cited By

2982

hIndex(all)

45

hIndex(since 2020)

41

i10Index(all)

155

i10Index(since 2020)

128

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Shouling Ji Skills & Research Interests

Data-driven Security

AI Security

Software Scurity

Privacy

Top articles of Shouling Ji

Title

Journal

Author(s)

Publication Date

Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection

IEEE Transactions on Dependable and Secure Computing

Chuer Yu

Xuhong Zhang

Yuxuan Duan

Senbo Yan

Zonghui Wang

...

2024/2/21

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection

Proceedings of the AAAI Conference on Artificial Intelligence

Yangkai Du

Tengfei Ma

Lingfei Wu

Xuhong Zhang

Shouling Ji

2024/3/24

Hijack Vertical Federated Learning Models As One Party

IEEE Transactions on Dependable and Secure Computing

Pengyu Qiu

Xuhong Zhang

Shouling Ji

Changjiang Li

Yuwen Pu

...

2024/1/24

TAGS: Real-time Intrusion Detection with Tag-Propagation-based Provenance Graph Alignment on Streaming Events

arXiv preprint arXiv:2403.12541

Zhenyuan Li

Yangyang Wei

Xiangmin Shen

Lingzhi Wang

Yan Chen

...

2024/3/19

EdgePro: Edge Deep Learning Model Protection via Neuron Authorization

IEEE Transactions on Dependable and Secure Computing

Jinyin Chen

Haibin Zheng

Tao Liu

Jiawei Liu

Yao Cheng

...

2024/2/13

MalGNE: Enhancing the Performance and Efficiency of CFG-based Malware Detector by Graph Node Embedding in Low Dimension Space

IEEE Transactions on Information Forensics and Security

Hao Peng

Jieshuai Yang

Dandan Zhao

Xiaogang Xu

Yuwen Pu

...

2024/4/16

HashVFL: Defending Against Data Reconstruction Attacks in Vertical Federated Learning

IEEE Transactions on Information Forensics and Security

Pengyu Qiu

Xuhong Zhang

Shouling Ji

Chong Fu

Xing Yang

...

2024/1/19

Towards Practical Backdoor Attacks on Federated Learning Systems

IEEE Transactions on Dependable and Secure Computing

Chenghui Shi

Shouling Ji

Xudong Pan

Xuhong Zhang

Mi Zhang

...

2024/3/18

Defending pre-trained language models as few-shot learners against backdoor attacks

Zhaohan Xi

Tianyu Du

Changjiang Li

Ren Pang

Shouling Ji

...

2023/9/23

VeriFi: Towards Verifiable Federated Unlearning

IEEE Transactions on Dependable and Secure Computing

Xiangshan Gao

Xingjun Ma

Jingyi Wang

Youcheng Sun

Bo Li

...

2024/3/28

GGT: Graph-Guided Testing for Adversarial Sample Detection of Deep Neural Network

arXiv preprint arXiv:2107.07043

Zuohui Chen

Renxuan Wang

Jingyang Xiang

Yue Yu

Xin Xia

...

2021/7/9

SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems

arXiv preprint arXiv:2402.03741

Oubo Ma

Yuwen Pu

Linkang Du

Yang Dai

Ruo Wang

...

2024/2/6

GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers

Proceedings of the AAAI Conference on Artificial Intelligence

Yunruo Zhang

Lujia Shen

Shanqing Guo

Shouling Ji

2024/3/24

Towards understanding bogus traffic service in online social networks

Frontiers of Information Technology & Electronic Engineering

Ping He

Xuhong Zhang

Changting Lin

Ting Wang

Shouling Ji

2024/3

AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service

IEEE Transactions on Information Forensics and Security

Zhenqing Qu

Xiang Ling

Ting Wang

Xiang Chen

Shouling Ji

...

2024/1/8

DEEPFAKER: a unified evaluation platform for facial deepfake and detection models

ACM Transactions on Privacy and Security

Li Wang

Xiangtao Meng

Dan Li

Xuhong Zhang

Shouling Ji

...

2024/2/6

Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval

Proceedings of the AAAI Conference on Artificial Intelligence

Zhe Ma

Jianfeng Dong

Shouling Ji

Zhenguang Liu

Xuhong Zhang

...

2024/3/24

PRSA: Prompt Reverse Stealing Attacks against Large Language Models

arXiv preprint arXiv:2402.19200

Yong Yang

Xuhong Zhang

Yi Jiang

Xi Chen

Haoyu Wang

...

2024/2/29

Integer is Enough: When Vertical Federated Learning Meets Rounding

Pengyu Qiu

Yuwen Pu

Yongchao Liu

Wenyan Liu

Yun Yue

...

2024

The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustness

arXiv preprint arXiv:2401.14027

Mengyao Du

Miao Zhang

Yuwen Pu

Kai Xu

Shouling Ji

...

2024/1/25

See List of Professors in Shouling Ji University(Georgia Institute of Technology)

Co-Authors

H-index: 66
Zhipeng Cai

Zhipeng Cai

Georgia State University

H-index: 56
Prateek Mittal

Prateek Mittal

Princeton University

H-index: 49
Yingshu Li

Yingshu Li

Georgia State University

H-index: 41
Raheem Beyah

Raheem Beyah

Georgia Institute of Technology

H-index: 35
Ting Wang

Ting Wang

Penn State University

H-index: 24
Jing (Selena) He

Jing (Selena) He

Kennesaw State University

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