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• Decoding the Secrets of Machine Learning in Malware Classification: A Deep Dive into Datasets, Feature Extraction, and Model Performance
  2023 · 32 citations
• Cross-context Backdoor Attacks Against Graph Prompt Learning
  2024 · 10 citations
• Characterizing The Evasion Attackability Of Multi-label Classifiers
  2020 · 3 citations
• Cerberus: Exploring Federated Prediction of Security Events
  2022 · 3 citations
• AIRGuard: Guarding Agent Actions with Runtime Authority Control
  2026
• Persistent Backdoor Attacks under Continual Fine-Tuning of LLMs
  2025
• PROTEAN: Federated Intrusion Detection in Non-IID Environments through Prototype-Based Knowledge Sharing
  2025
• Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection
  2025
• Badrl: Sparse Targeted Backdoor Attack Against Reinforcement Learning
  2023
• Lurking In The Shadows: Unveiling Stealthy Backdoor Attacks Against Personalized Federated Learning
  2024
• Badvfl: Backdoor Attacks In Vertical Federated Learning
  2023
• Model Stealing Attacks Against Inductive Graph Neural Networks
  2021
• AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs
  2022