Showing 1–20 of 35 results
/ Date/ Name
Jul 5, 2021Understanding the Security of Deepfake DetectionSep 13, 2021FaceGuard: Proactive Deepfake DetectionDec 27, 2020FLTrust: Byzantine-robust Federated Learning via Trust BootstrappingSep 17, 2017Mitigating Evasion Attacks to Deep Neural Networks via Region-based ClassificationOct 20, 2022FedRecover: Recovering from Poisoning Attacks in Federated Learning using Historical InformationFeb 3, 2021Provably Secure Federated Learning against Malicious ClientsMar 16, 2022MPAF: Model Poisoning Attacks to Federated Learning based on Fake ClientsOct 2, 2022FLCert: Provably Secure Federated Learning against Poisoning AttacksOct 28, 2019IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification BoundaryNov 5, 2019Data Poisoning Attacks to Local Differential Privacy ProtocolsNov 22, 2021Poisoning Attacks to Local Differential Privacy Protocols for Key-Value DataNov 26, 2019Local Model Poisoning Attacks to Byzantine-Robust Federated LearningFeb 9, 2020Certified Robustness of Community Detection against Adversarial Structural Perturbation via Randomized SmoothingNov 15, 2020Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial PerturbationsApr 11, 2017PIANO: Proximity-based User Authentication on Voice-Powered Internet-of-Things DevicesAug 22, 2023TOPIC: A Parallel Association Paradigm for Multi-Object Tracking under Complex Motions and Diverse ScenesApr 13, 2025Data-Driven Two-Stage Distributionally Robust Dispatch of Multi-Energy MicrogridDec 7, 2020Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor AttacksJul 6, 2021IGrow: A Smart Agriculture Solution to Autonomous Greenhouse ControlJan 7, 2024Distributionally Robust Frequency-Constrained Microgrid Scheduling Towards Seamless Islanding