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Christopher Leckie

  1. Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment
    2022/12/02 by Qizhou Wang, Wang, Qizhou, Guansong Pang +7 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
  2. Open-Set Graph Anomaly Detection via Normal Structure Regularisation
    2023/11/12 by Qizhou Wang, Guansong Pang, Wang, Qizhou +6 · 4 citations
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Advanced Graph Neural Networks #Complex Network Analysis Techniques
  3. Unsupervised Domain-agnostic Fake News Detection using Multi-modal Weak Signals
    2023/05/18 by Amila Silva, Silva, Amila, Ling Luo +5 · 2 citations
    Computer Science · Medicine · Social Sciences · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Spam and Phishing Detection
  4. Reinforcement Learning for Autonomous Defence in Software-Defined\n Networking
    2018/08/17 by Yi Han, Han, Yi, Benjamin I. P. Rubinstein +15 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
  5. Invertible Generative Modeling using Linear Rational Splines
    2020/01/15 by Hadi M. Dolatabadi, Dolatabadi, Hadi M., Sarah Erfani +3 · 1 citation
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
  6. OIL-AD: An Anomaly Detection Framework for Sequential Decision Sequences
    2024/02/07 by Chen Wang, Sarah Erfani, Wang, Chen +5 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  7. COLLIDER: A Robust Training Framework for Backdoor Data
    2022/10/13 by Hadi M. Dolatabadi, Dolatabadi, Hadi M., Sarah Erfani +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
  8. GeoDetect: Geometric Adversarial Detection for VLPs
    2026/07/16 by Afsaneh Hasanebrahimi, Hanxun Huang, Christopher Leckie +2
    #cs.CV #cs.LG