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• Mitigating Evasion Attacks to Deep Neural Networks via Region-based Classification
  2017 · 178 citations
• Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
  2019 · 174 citations
• Provably Secure Federated Learning against Malicious Clients
  2021 · 135 citations
• On Certifying Robustness against Backdoor Attacks via Randomized Smoothing
  2020 · 59 citations
• IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary
  2019 · 20 citations
• Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
  2020 · 15 citations
• Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data
  2021 · 10 citations
• Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation
  2020 · 5 citations