Publications and Talks

Publications

• CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs,
  Mirela Cazzolato, Saranya Vijayakumar, Meng-Chieh Lee, Namyong Park, Catalina Vajiac, Christos Faloutsos
  CIKM, Birmingham UK, 2023.[Paper]
• Grounding Neural Inference with Satisfiability Modulo Theories
  NeurIPS, New Orleans, US, 2023 [Spotlight Paper]

Conference contributions

• TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs,
  Cazzolato, Mirela; Vijayakumar, Saranya; Park, Namyong; Lee, Meng-Chieh; Zheng, Xinyi; Vajiac, Catalina; Fidalgo, Pedro; Lages, Bruno; Traina, Agma; Faloutsos, Christos
  AAAI-23 Demonstrations Program, Washington DC. [Poster]
• TgraphSpot: Fast and Effective Anomaly Detection for Time-Evolving Graphs,
  Cazzolato, Mirela T.; Vijayakumar, Saranya; Zheng, Xinyi; Park, Namyong; Lee, Meng-Chieh; Fidalgo, Pedro; Lages, Bruno; Traina, Agma J. M.; Faloutsos, Christos
  2022 IEEE International Conference on Big Data Industry and Government Program, Osaka, Japan. [Poster Paper]

Working Papers

• GNNs for Novel Malware Family Detection,
  Vijayakumar, Saranya; Wang, Zifan; Yao, Yuhang; Fredrikson, Matthew.
  Under Review

Technical Reports

• A worldwide survey of encryption products