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• Invisible Backdoor Attacks on Deep Neural Networks via Steganography and Regularization
  2019 · 44 citations
• MANDERA: Malicious Node Detection in Federated Learning via Ranking
  2021 · 8 citations
• Deep Learning Backdoors
  2020 · 7 citations
• A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists
  2019 · 4 citations
• With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models
  2020 · 1 citations
• Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness
  2024 · 1 citations
• On the Resilience of Biometric Authentication Systems against Random Inputs
  2020
• Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning
  2020
• Oriole: Thwarting Privacy against Trustworthy Deep Learning Models
  2021
• On the Robustness of Malware Detectors to Adversarial Samples
  2024