Stacey Truex

39 papers A* 2A 1B 1Misc 1Journal 20Unranked 13
YearRankTypeTitle / Venue / Authors
2024 — conf
Privacy in Practice: Research Challenges in the Deployment of Privacy-Preserving ML.
TPS-ISA
Stacey Truex, Margaret Malan
2022 J jnl
An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy.
IEEE Trans. Inf. Forensics Secur.
Mehmet Emre Gursoy, Ling Liu, Ka Ho Chow, Stacey Truex, Wenqi Wei
2022 — —
Data Privacy in the Modern Machine Learning Ecosystem.
Stacey Truex
2022 — conf
PSLotto: A Privacy-Enhanced COVID Lottery System.
CogMI
Stacey Truex, Giorgi Alavidze
2021 J jnl
Demystifying Membership Inference Attacks in Machine Learning as a Service.
IEEE Trans. Serv. Comput.
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2021 J jnl
Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy.
IEEE Trans. Dependable Secur. Comput.
Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2021 — conf
The TSC-PFed Architecture for Privacy-Preserving FL.
TPS-ISA
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Ka Ho Chow
2020 — conf
A Framework for Evaluating Client Privacy Leakages in Federated Learning.
ESORICS (1)
Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020 J jnl
A Framework for Evaluating Gradient Leakage Attacks in Federated Learning.
CoRR
Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020 — conf
Adversarial Deception in Deep Learning: Analysis and Mitigation.
TPS-ISA
Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020 — conf
Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems.
TPS-ISA
Ka Ho Chow, Ling Liu, Margaret Loper, Juhyun Bae, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020 Misc conf
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples.
ICNC
Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020 — conf
Data Poisoning Attacks Against Federated Learning Systems.
ESORICS (1)
Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020 J jnl
Data Poisoning Attacks Against Federated Learning Systems.
CoRR
Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020 J jnl
LDP-Fed: Federated Learning with Local Differential Privacy.
CoRR
Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020 — conf
LDP-Fed: federated learning with local differential privacy.
EdgeSys@EuroSys
Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020 J jnl
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems.
CoRR
Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020 A conf
TiFL: A Tier-based Federated Learning System.
HPDC
Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng
2020 J jnl
TiFL: A Tier-based Federated Learning System.
CoRR
Zheng Chai, Ahsan Ali, Syed Zawad, Stacey Truex, Ali Anwar, Nathalie Baracaldo, Yi Zhou, Heiko Ludwig, Feng Yan, Yue Cheng
2020 J jnl
Understanding Object Detection Through An Adversarial Lens.
CoRR
Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020 — conf
Understanding Object Detection Through an Adversarial Lens.
ESORICS (2)
Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2019 J jnl
A Hybrid Approach to Privacy-Preserving Federated Learning - (Extended Abstract).
Inform. Spektrum
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou
2019 — conf
A Hybrid Approach to Privacy-Preserving Federated Learning.
AISec@CCS
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang, Yi Zhou
2019 J jnl
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples.
CoRR
Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019 B conf
Deep Neural Network Ensembles Against Deception: Ensemble Diversity, Accuracy and Robustness.
MASS
Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019 J jnl
Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and Robustness.
CoRR
Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019 A* conf
Differentially Private Model Publishing for Deep Learning.
IEEE Symposium on Security and Privacy
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019 J jnl
Differentially Private Model Publishing for Deep Learning.
CoRR
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019 J jnl
Differentially Private and Utility Preserving Publication of Trajectory Data.
IEEE Trans. Mob. Comput.
Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu
2019 — conf
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability.
TPS-ISA
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019 J jnl
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability.
CoRR
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019 J jnl
Efficient and Private Scoring of Decision Trees, Support Vector Machines and Logistic Regression Models Based on Pre-Computation.
IEEE Trans. Dependable Secur. Comput.
Martine De Cock, Rafael Dowsley, Caleb Horst, Raj S. Katti, Anderson C. A. Nascimento, Wing-Sea Poon, Stacey Truex
2019 — conf
GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure.
CogMI
Lei Yu, Qi Zhang, Donna Dillenberger, Ling Liu, Calton Pu, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su
2019 J jnl
Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy.
CoRR
Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2018 J jnl
A Hybrid Approach to Privacy-Preserving Federated Learning.
CoRR
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang
2018 J jnl
Adversarial Examples in Deep Learning: Characterization and Divergence.
CoRR
Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy
2018 J jnl
Towards Demystifying Membership Inference Attacks.
CoRR
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2018 A* conf
Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces.
CCS
Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei
2017 — conf
Privacy-Preserving Inductive Learning with Decision Trees.
BigData Congress
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu