Browsing by Author Truex, Stacey

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TitleAuthor(s)Issue Date
A framework for evaluating client privacy leakages in federated learning
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
Adversarial Deception in Deep Learning: Analysis and Mitigation
Proceeding/Conference:Proceedings - 2020 2nd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020
2020
Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems
Proceeding/Conference:Proceedings - 2020 2nd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2020
2020
 
An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy
Journal:IEEE Transactions on Information Forensics and Security
2022
Cross-Layer Strategic Ensemble Defense Against Adversarial Examples
Proceeding/Conference:2020 International Conference on Computing, Networking and Communications, ICNC 2020
2020
Deep neural network ensembles against deception: Ensemble diversity, accuracy and robustness
Proceeding/Conference:Proceedings - 2019 IEEE 16th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2019
2019
GRAHIES: Multi-scale graph representation learning with latent hierarchical structure
Proceeding/Conference:Proceedings - 2019 IEEE 1st International Conference on Cognitive Machine Intelligence, CogMI 2019
2019
LDP-Fed: Federated learning with local differential privacy
Proceeding/Conference:EdgeSys 2020 - Proceedings of the 3rd ACM International Workshop on Edge Systems, Analytics and Networking, Part of EuroSys 2020
2020
The TSC-PFed Architecture for Privacy-Preserving FL
Proceeding/Conference:Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021
2021
Understanding object detection through an adversarial lens
Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020