Subscribe to this collection to receive daily e-mail notification of new additions

	Title	Author(s)	Issue Date
	Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices Proceeding/Conference:EuroSys 2024 - Proceedings of the 2024 European Conference on Computer Systems	Chow, Ka HoDeshpande, UmeshDeenadayalan, VeeraSeshadri, SangeethaLiu, Ling	2024
	Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training Proceeding/Conference:Advances in Neural Information Processing Systems	Huang, TianshengHu, SihaoChow, Ka HoIlhan, FatihTekin, Selim FurkanLiu, Ling	2023
	Model Cloaking against Gradient Leakage Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM	Wei, WenqiChow, Ka HoIlhan, FatihWu, YanzhaoLiu, Ling	2023
	Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM	Wu, YanzhaoChow, Ka HoWei, WenqiLiu, Ling	2023
	SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds Proceeding/Conference:Proceedings of the ACM SIGMOD International Conference on Management of Data	Chow, Ka HoDeshpande, UmeshDeenadhayalan, VeeraSeshadri, SangeethaLiu, Ling	2023
	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	Ilhan, FatihTekin, Selim FurkanHu, SihaoHuang, TianshengChow, Ka HoLiu, Ling	2023
	Boosting Object Detection Ensembles with Error Diversity Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM	Chow, Ka HoLiu, Ling	2022
	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	Truex, StaceyLiu, LingGursoy, Mehmet EmreWei, WenqiChow, Ka Ho	2021
	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	Chow, Ka HoLiu, Ling	2021
	DeepRest: Deep Resource Estimation for Interactive Microservices Proceeding/Conference:EuroSys 2022 - Proceedings of the 17th European Conference on Computer Systems	Chow, Ka HoDeshpande, UmeshSeshadri, SangeethaLiu, Ling	2022
	Boosting ensemble accuracy by revisiting ensemble diversity metrics Proceeding/Conference:Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition	Wu, YanzhaoLiu, LingXie, ZhongweiChow, Ka HoWei, Wenqi	2021
	SRA: Smart Recovery Advisor for Cyber Attacks Proceeding/Conference:Proceedings of the ACM SIGMOD International Conference on Management of Data	Chow, Ka HoDeshpande, UmeshSeshadri, SangeethaLiu, Ling	2021
	Promoting high diversity ensemble learning with ensemblebench Proceeding/Conference:Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 2020	Wu, YanzhaoLiu, LingXie, ZhongweiBae, JuhyunChow, Ka HoWei, Wenqi	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	Chow, Ka HoLiu, LingLoper, MargaretBae, JuhyunGursoy, Mehmet EmreTruex, StaceyWei, WenqiWu, Yanzhao	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	Wei, WenqiLiu, LingLoper, MargaretChow, Ka HoGursoy, Mehmet EmreTruex, StaceyWu, Yanzhao	2020
	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)	Wei, WenqiLiu, LingLoper, MargaretChow, Ka HoGursoy, Mehmet EmreTruex, StaceyWu, Yanzhao	2020
	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)	Chow, Ka HoLiu, LingGursoy, Mehmet EmreTruex, StaceyWei, WenqiWu, Yanzhao	2020
	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	Truex, StaceyLiu, LingChow, Ka HoGursoy, Mehmet EmreWei, Wenqi	2020
	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples Proceeding/Conference:2020 International Conference on Computing, Networking and Communications, ICNC 2020	Wei, WenqiLiu, LingLoper, MargaretChow, Ka HoGursoy, EmreTruex, StaceyWu, Yanzhao	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	Liu, LingWei, WenqiChow, Ka HoLoper, MargaretGursoy, EmreTruex, StaceyWu, Yanzhao	2019