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• Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach
  2017 · 243 citations
• Invisible Backdoor Attacks on Deep Neural Networks via Steganography and Regularization
  2019 · 44 citations
• Deep Learning Backdoors
  2020 · 7 citations
• Quantization Backdoors to Deep Learning Commercial Frameworks
  2021 · 7 citations
• Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations
  2022 · 3 citations
• The Philosopher's Stone: Trojaning Plugins of Large Language Models
  2023 · 3 citations
• The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices
  2022 · 2 citations
• DeepTheft: Stealing DNN Model Architectures through Power Side Channel
  2023 · 2 citations
• Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification