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Title | Author(s) | Issue Date | |
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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 | ||
Adaptive Deep Neural Network Inference Optimization with EENet Proceeding/Conference:Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 | 2024 | ||
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 | ||
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices Proceeding/Conference:EuroSys 2024 - Proceedings of the 2024 European Conference on Computer Systems | 2024 | ||
Boosting ensemble accuracy by revisiting ensemble diversity metrics Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition | 2021 | ||
Boosting Object Detection Ensembles with Error Diversity Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM | 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 | ||
DeepRest: Deep Resource Estimation for Interactive Microservices Proceeding/Conference:EuroSys 2022 - Proceedings of the 17th European Conference on Computer Systems | 2022 | ||
Demystifying Data Poisoning Attacks in Distributed Learning as a Service Journal:IEEE Transactions on Services Computing | 2024 | ||
Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks Proceeding/Conference:Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 | 2019 | ||
Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks Proceeding/Conference:Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019 | 2019 | ||
Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM | 2023 | ||
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 | ||
Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems Proceeding/Conference:ACM Web Conference 2023 - Companion of the World Wide Web Conference, WWW 2023 | 2023 | ||
Hierarchical Pruning of Deep Ensembles with Focal Diversity Journal:ACM Transactions on Intelligent Systems and Technology | 2024 | ||
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 | ||
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training Proceeding/Conference:Advances in Neural Information Processing Systems | 2023 |