Showing results 12 to 31 of 36
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| Title | Author(s) | Issue Date | |
|---|---|---|---|
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 | ||
| 2017 | |||
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 | ||
Model Cloaking against Gradient Leakage Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM | 2023 | ||
Perception Poisoning Attacks in Federated Learning Proceeding/Conference:Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021 | 2021 | ||
Promoting high diversity ensemble learning with ensemblebench Proceeding/Conference:Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020 | 2020 | ||
| 2011 | |||
Robust Object Detection Fusion against Deception Proceeding/Conference:Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | 2021 | ||
SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds Proceeding/Conference:Proceedings of the ACM SIGMOD International Conference on Management of Data | 2023 | ||
Securing Distributed SGD Against Gradient Leakage Threats Journal:IEEE Transactions on Parallel and Distributed Systems | 2023 | ||
SRA: Smart Recovery Advisor for Cyber Attacks Proceeding/Conference:Proceedings of the ACM SIGMOD International Conference on Management of Data | 2021 |