Stacey Truex

3.9k citations

19 papers · 1.5k indexed · 2 hit papers · h-index 13

Impact in

Artificial Intelligence top 1%
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
- Adversarial Robustness in Machine Learning
- Stochastic Gradient Optimization Techniques
- Internet Traffic Analysis and Secure E-voting
Computer Science Applications top 2%
- Mobile Crowdsensing and Crowdsourcing

Papers in

Artificial Intelligence 19
- Privacy-Preserving Technologies in Data 14
- Cryptography and Data Security 9
- Adversarial Robustness in Machine Learning 6
- Internet Traffic Analysis and Secure E-voting 4
- Anomaly Detection Techniques and Applications 4
- Stochastic Gradient Optimization Techniques 2
Signal Processing 4
- Advanced Malware Detection Techniques 3

Co-authors: Ling Liu Mehmet Emre Gürsoy Wenqi Wei Ali AnwarYi ZhouThomas Steinke Rui Zhang Heiko Ludwig
Journals: IEEE Transactions on Dependable and Secure Computing (2 papers)IEEE Transactions on Mobile Computing (1 paper)IEEE Transactions on Services Computing (1 paper)IEEE Transactions on Information Forensics and Security (1 paper)Informatik-Spektrum (1 paper)
Partner nations: United States Denmark Türkiye

In The Last Decade

Stacey Truex

18 papers receiving 1.5k citations

Hit Papers

align trajectories log scale

LDP-Fed 2020 · 263 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2020 The HKU Scholars Hub (University of Hong Kong)
2019 A Hybrid Approach to Privacy-Preserving Federated Learning

Peers

Countries citing papers authored by Stacey Truex

Since Specialization

Citations

This map shows the geographic impact of Stacey Truex's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Stacey Truex with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stacey Truex more than expected).

Fields of papers citing papers by Stacey Truex

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Stacey Truex. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Stacey Truex. The network helps show where Stacey Truex may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Stacey Truex, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Stacey Truex Line = papers co-authored together Stacey Truex links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

19 of 19 papers shown

#	Work
1	Privacy in Practice: Research Challenges in the Deployment of Privacy-Preserving ML Stacey Truex, Alexander Janotte	2024	1
2	An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy IEEE Transactions on Information Forensics and Security ·Mehmet Emre Gürsoy, Ling Liu, Ka-Ho Chow, Stacey Truex, Wenqi Wei	2022	12
3	PSLotto: A Privacy-Enhanced COVID Lottery System Stacey Truex, Jingfeng Mi	2022	0
4	The TSC-PFed Architecture for Privacy-Preserving FL The HKU Scholars Hub (University of Hong Kong) ·Stacey Truex, Ling Liu, Mehmet Emre Gürsoy, Wenqi Wei, D. Finnell	2021	2
5	Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems The HKU Scholars Hub (University of Hong Kong) ·Ka-Ho Chow, Ling Liu, Margaret L. Loper, J. Alexander Bae, Mehmet Emre Gürsoy, Stacey Truex, Wenqi Wei, Yanzhao Wu	2020	54
6	LDP-Fed The HKU Scholars Hub (University of Hong Kong) ·Stacey Truex, Ling Liu, Ka-Ho Chow, Mehmet Emre Gürsoy, Wenqi Wei Hit paper breakdown →	2020	263
7	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples Wenqi Wei, Ling Liu, Margaret L. Loper, Ka-Ho Chow, 瞳福島, Stacey Truex, Yanzhao Wu	2020	13
8	Adversarial Deception in Deep Learning: Analysis and Mitigation The HKU Scholars Hub (University of Hong Kong) ·Wenqi Wei, Ling Liu, Margaret L. Loper, Ka-Ho Chow, Mehmet Emre Gürsoy, Stacey Truex, Yanzhao Wu	2020	1
9	Demystifying Membership Inference Attacks in Machine Learning as a Service IEEE Transactions on Services Computing ·Stacey Truex, Ling Liu, Mehmet Emre Gürsoy, Lei Yu, Wenqi Wei	2019	186
10	Deep Neural Network Ensembles Against Deception: Ensemble Diversity, Accuracy and Robustness The HKU Scholars Hub (University of Hong Kong) ·Ling Liu, Wenqi Wei, Ka-Ho Chow, Margaret L. Loper, 瞳福島, Stacey Truex, Yanzhao Wu	2019	38
11	A Hybrid Approach to Privacy-Preserving Federated Learning Informatik-Spektrum ·Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou	2019	51
12	A Hybrid Approach to Privacy-Preserving Federated Learning Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou Hit paper breakdown →	2019	576
13	GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure The HKU Scholars Hub (University of Hong Kong) ·Lei Yu, Ling Liu, Calton Pu, D. Finnell, Mehmet Emre Gürsoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su, Sakurai Keiko, Donna N. Dillenberger	2019	2
14	Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy IEEE Transactions on Dependable and Secure Computing ·Mehmet Emre Gürsoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu	2019	60
15	Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability Stacey Truex, Ling Liu, Mehmet Emre Gürsoy, Wenqi Wei, Lei Yu	2019	29
16	Differentially Private and Utility Preserving Publication of Trajectory Data IEEE Transactions on Mobile Computing ·Mehmet Emre Gürsoy, Ling Liu, Stacey Truex, مهدیزاده	2018	71
17	Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces Mehmet Emre Gürsoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei	2018	75
18	Privacy-Preserving Inductive Learning with Decision Trees Stacey Truex, Ling Liu, Mehmet Emre Gürsoy, Lei Yu	2017	13
19	Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models Based on Pre-Computation IEEE Transactions on Dependable and Secure Computing ·Martine De Cock, Rafael Dowsley, Laura Kozuch, Chung-Man Ho, Anderson C. A. Nascimento, P. Heudorfer, Stacey Truex	2017	93

About Stacey Truex

Stacey Truex is a scholar working on Artificial Intelligence, Signal Processing, Transportation, Safety Research and Information Systems, having authored 19 papers that have together received 1.5k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (14 papers), Cryptography and Data Security (9 papers), Adversarial Robustness in Machine Learning (6 papers), Internet Traffic Analysis and Secure E-voting (4 papers), Anomaly Detection Techniques and Applications (4 papers), Advanced Malware Detection Techniques (3 papers), Stochastic Gradient Optimization Techniques (2 papers) and Human Mobility and Location-Based Analysis (2 papers). The work is most often cited by research in Artificial Intelligence (1.4k citations), Computer Science Applications (170 citations), Health Informatics (34 citations), Transportation (94 citations) and Information Systems (158 citations). Stacey Truex has collaborated with scholars based in United States, Denmark and Türkiye. Frequent co-authors include Ling Liu, Mehmet Emre Gürsoy, Wenqi Wei, Ali Anwar, Yi Zhou, Thomas Steinke, Rui Zhang, Heiko Ludwig, Nathalie Baracaldo and Ka-Ho Chow. Their work appears in journals such as IEEE Transactions on Dependable and Secure Computing, IEEE Transactions on Mobile Computing, IEEE Transactions on Services Computing, IEEE Transactions on Information Forensics and Security and Informatik-Spektrum.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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