Patents

1. US Patent 12,008,471: Robustness Assessment for Face Recognition.
   Z.Chen, H. Chen, and L. Tong. Granted on 06/2024.
2. US Patent 11,782,812: Causal Attention-based Multi-stream RNN for Computer System Metric Prediction and Influential Events Identification Based on Metric and Event Logs.
   Y. Chen, Z.Chen, C. Lumezanu, M. Natsumeda, X. Yu, W. Cheng, T. Mizoguchi, and H. Chen. Granted on 10/2023.
3. US Patent 11,650,351: Semi-supervised Deep Model for Turbulence Forecasting.
   Y. Liu, J. Ni, B. Zong, H. Chen, Z.Chen, W. Cheng, and D. Zhang. Granted on 05/2023.
4. US Patent 11,620,492: Flexible Ddge-empowered Graph Convolutional Networks with Node-edge Enhancement.
   J. Gui, Z.Chen, J. Rhee, H. Chen, and P. Wang. Granted on 04/2023.
5. US Patent 11,606,389: Anomaly Detection with Graph Adversarial Training in Computer Systems.
   Z.Chen, J. Gui, J. Rhee, H. Chen, and S. Wang. Granted on 03/2023.
6. US Patent 11,522,881: Structural Graph Neural Networks for Suspicious Event Detection.
   Z.Chen, J. Gui, H. Chen, and L. Cai. Granted on 12/2022.
7. US Patent 11,463,472: Unknown Malicious Program Behavior Detection Using a Graph Neural Network.
   Z.Chen, D. Li, Z. Li, and S. Wang. Granted on 10/2022.
8. JP Patent 7101272: Automatic Threat Alert Triage Through Data History.
   D. Li, K. Jee, Z.Chen, Z. Li, W. Hassan. Granted on 07/2022.
9. JP Patent 7086230: Protocol-independent Anomaly Detection.
   J. Rhee, L. Tang, Z.Chen, C. Kim, Z. Li, and Z. Zhou. Granted on 06/2022.
10. US Patent 11,297,082: Protocol-independent Anomaly Detection.
    J. Rhee, L. Tang, Z.Chen, C. Kim, Z. Li, and Z. Zhou. Granted on 04/2022.
11. US Patent 11,275,832: Real-time Threat Alert Forensic Analysis.
    D. Li, K. Jee, Z. Li, Z.Chen, and X. Yu. Granted on 03/2022.
12. JP Patent 7011723: Detection and Prevention of User Value-based Ransomware.
    Z. Wu, Y. Li, J. Rhee, K. Jee, Z. Li, J. Kamimura, L. Tang, and Z.Chen. Granted on 01/2022.
13. US Patent 11,223,649: User-added-value-based Ransomware Detection and Prevention.
    Z. Wu, Y. Li, J. Rhee, K. Jee, Z. Li, J. Kamimura, L. Tang, and Z.Chen. Granted on 01/2022.
14. US Patent 11,194,906: Automated Threat Alert Triage via Data Provenance.
    D. Li, K. Jee, Z.Chen, Z. Li, W. Hassan. Granted on 12/2021.
15. US Patent 11,030,308: Inter-application dependency Analysis for Improving Computer System Threat Detection.
    D. Li, K. Jee, Z.Chen, L. Tang, and Z. Li. Granted on 06/2021.
16. US Patents 10,915,626: Graph Model for Alert Interpretation in Enterprise Security System.
    L. Tang, Z.Chen, Z. Li, Z. Wu, J. Kamimura, and H. Chen. Granted on 02/2021.
17. US Patents 10,915,625: Graph Model for Alert Interpretation in Enterprise Security System.
    L. Tang, Z.Chen, Z. Li, Z. Wu, J. Kamimura, and H. Chen. Granted on 02/2021.
18. US Patents 10,885,185: Graph Model for Alert Interpretation in Enterprise Security System.
    L. Tang, Z.Chen, Z. Li, Z. Wu, J. Kamimura, and H. Chen. Granted on 01/2021.
19. JP Patent 6817469: Inter-application dependency Analysis for Improving Computer System Threat Detection.
    D. Li, K. Jee, Z.Chen, L. Tang, and Z. Li. Granted on 01/2021.
20. US Patent 10,511,613: Knowledge Transfer System for Accelerating Invariant Network Learning.
    Z.Chen, L. Tang, Z. Li, and C. Luo. Granted on 12/2019.
21. US Patent 10,504,040: Annealed Sparsity Via Adaptive and Dynamic Shrinking.
    K. Zhang, Z.Chen, H. Chen, and G. Jiang. Granted on 12/2019.
22. JP Patent 6616045: Graph-based Combination of Heterogeneous Alerts. L. Tang, Z.Chen, G. Jiang, Z. Li, H. Chen, and K. Yoshihira. Granted on 12/2019.
23. US Patent 10,476,754: Behavior-based Community Detection in Enterprise Information Networks.
    Z.Chen, L. Tang, Z. Li, and C. Cao. Granted on 11/2019.
24. US Patent 10,476,753: Behavior-based Host Modeling.
    Z.Chen, L. Tang, Z. Li, and C. Cao. Granted on 11/2019.
25. US Patent 10,476,752: Blue Print Graphs for Fusing of Heterogeneous Alerts.
    K. Yoshihira, Z. Li, Z.Chen, H. Chen, G. Jiang, and L. Tang. Granted on 11/2019.
26. US Patent 10,476,749: Graph-based Fusing of Heterogeneous Alerts.
    K. Yoshihira, Z. Li, Z.Chen, H. Chen, G. Jiang, and L. Tang. Granted on 11/2019.
27. JP Patent 6557774: Graph-based Intrusion Detection Using Process Traces.
    Z.Chen, L. Tang, B. Dong, G. Jiang, and H. Chen. Granted on 08/2019.
28. US Patent 10,367,842: Peer-based Abnormal Host Detection for Enterprise Security Systems.
    Z.Chen, L. Tang, Z. Li, and C. Cao. Granted on 07/2019.
29. US Patents 10,367,838: Real-time Detection of Abnormal Network Connections in Streaming Data.
    Z.Chen, L. Tang, G. Jiang, K. Yoshihira, and H. Chen. Granted on 07/2019.
30. JP Patent 6545819: Integrating Community and Role Detection in Information Networks.
    L. Tang, Z.Chen, T. Chen, G. Jiang, F. Xu, and H. Chen. Granted on 07/2019.
31. US Patent 10,333,952: Online Alert Ranking and Attack Scenario Reconstruction.
    Z.Chen, L. Tang, Y. Lin, Z. Li, H. Chen, and G. Jiang. Granted on 06/2019.
32. US Patents 10,333,815: Real-time Detection of Abnormal Network Connections in Streaming Data.
    Z.Chen, L. Tang, G. Jiang, K. Yoshihira, and H. Chen. Granted on 06/2019.
33. US Patent 10,305,917: Graph-based Intrusion Detection Using Process Traces.
    Z.Chen, L. Tang, B. Dong, G. Jiang, and H. Chen. Granted on 05/2019.
34. US Patent 10,298,607: Constructing Graph Models of Event Correlation in Enterprise Security Systems.
    L. Tang, H. Zhang, Z.Chen, B. Zong, Z. Li, G. Jiang, and K. Yoshihira. Granted on 05/2019.
35. US Patent 10,289,841: Graph-based Attack Chain Discovery in Enterprise Security Systems.
    L. Tang, H. Zhang, Z.Chen, B. Zong, Z. Li, G. Jiang, and K. Yoshihira. Granted on 05/2019.
36. US Patent 10,291,483: Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events.
    L. Tang, Z.Chen, K. Zhang, H. Chen, and Z. Li. Granted on 05/2019.
37. JP Patent 6480022: Annealed Sparsity Via Adaptive and Dynamic Shrinking.
    K. Zhang, Z.Chen, H. Chen, and G. Jiang. Granted on 03/2019.