EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
WSDM ’22 | January 2022
Microsoft 365 Defender Security Research Group
Publications
Publications
Publications by Year
-
-
A Graph Embedding Approach to User Behavior Anomaly Detection
Alexander Modell, Jonathan Larson, Melissa Turcotte, Anna Bertiger
GTA³ 2.0: The 5th IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2021
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Secure Featurization and Applications to Secure Phishing Detection
Akash Shah, Nishanth Chandran, Divya Gupta, Mesfin Dema, Arun Gururajan, Huan Yu
CCSW 2021: The ACM Cloud Computing Security Workshop | October 2021
Link prediction in dynamic networks using random dot product graphs
Francesco Sanna Passino, Anna S. Bertiger, Joshua Neil, Nicholas A. Heard
Data Mining and Knowledge Discovery | September 2021, Vol 5(2021)
Anomaly Detection in Large Scale Networks with Latent Space Models
Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja, Yanran Cui
Technometrics | July 2021, pp. 1-23
A System for Automated Open-Source Threat Intelligence Gathering and Management
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
2021 International Conference on Management of Data | June 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring
Cole Sodja
Journal of Computational and Graphical Statistics | February 2021, pp. 1-13
-
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020 SIAM International Conference on Data Mining | December 2020
Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service
Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil
2020 Recent Advances in Intrusion Detection | December 2020
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
International Conference on Acoustics, Speech, and Signal Processing | May 2020
Publications by Research Area
-
A Graph Embedding Approach to User Behavior Anomaly Detection
Alexander Modell, Jonathan Larson, Melissa Turcotte, Anna Bertiger
GTA³ 2.0: The 5th IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2021
Link prediction in dynamic networks using random dot product graphs
Francesco Sanna Passino, Anna S. Bertiger, Joshua Neil, Nicholas A. Heard
Data Mining and Knowledge Discovery | September 2021, Vol 5(2021)
Anomaly Detection in Large Scale Networks with Latent Space Models
Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja, Yanran Cui
Technometrics | July 2021, pp. 1-23
A System for Automated Open-Source Threat Intelligence Gathering and Management
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
2021 International Conference on Management of Data | June 2021
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring
Cole Sodja
Journal of Computational and Graphical Statistics | February 2021, pp. 1-13
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020 SIAM International Conference on Data Mining | December 2020
Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service
Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil
2020 Recent Advances in Intrusion Detection | December 2020
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
International Conference on Acoustics, Speech, and Signal Processing | May 2020
-
A Graph Embedding Approach to User Behavior Anomaly Detection
Alexander Modell, Jonathan Larson, Melissa Turcotte, Anna Bertiger
GTA³ 2.0: The 5th IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2021
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Secure Featurization and Applications to Secure Phishing Detection
Akash Shah, Nishanth Chandran, Divya Gupta, Mesfin Dema, Arun Gururajan, Huan Yu
CCSW 2021: The ACM Cloud Computing Security Workshop | October 2021
Link prediction in dynamic networks using random dot product graphs
Francesco Sanna Passino, Anna S. Bertiger, Joshua Neil, Nicholas A. Heard
Data Mining and Knowledge Discovery | September 2021, Vol 5(2021)
Anomaly Detection in Large Scale Networks with Latent Space Models
Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja, Yanran Cui
Technometrics | July 2021, pp. 1-23
A System for Automated Open-Source Threat Intelligence Gathering and Management
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
2021 International Conference on Management of Data | June 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring
Cole Sodja
Journal of Computational and Graphical Statistics | February 2021, pp. 1-13
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020 SIAM International Conference on Data Mining | December 2020
Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service
Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil
2020 Recent Advances in Intrusion Detection | December 2020
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
International Conference on Acoustics, Speech, and Signal Processing | May 2020
-
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
WSDM ’22 | January 2022
-
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Publications by Type
-
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong
WSDM ’22 | January 2022
A Graph Embedding Approach to User Behavior Anomaly Detection
Alexander Modell, Jonathan Larson, Melissa Turcotte, Anna Bertiger
GTA³ 2.0: The 5th IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2021
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
EMNLP 2021 | November 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Secure Featurization and Applications to Secure Phishing Detection
Akash Shah, Nishanth Chandran, Divya Gupta, Mesfin Dema, Arun Gururajan, Huan Yu
CCSW 2021: The ACM Cloud Computing Security Workshop | October 2021
A System for Automated Open-Source Threat Intelligence Gathering and Management
Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song
2021 International Conference on Management of Data | June 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020 SIAM International Conference on Data Mining | December 2020
Effective Detection of Credential Thefts from Windows Memory: Learning Access Behaviours to Local Security Authority Subsystem Service
Patrick Ah-Fat, Michael Huth, Rob Mead, Tim Burrell, Joshua Neil
2020 Recent Advances in Intrusion Detection | December 2020
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
International Conference on Acoustics, Speech, and Signal Processing | May 2020
-
Link prediction in dynamic networks using random dot product graphs
Francesco Sanna Passino, Anna S. Bertiger, Joshua Neil, Nicholas A. Heard
Data Mining and Knowledge Discovery | September 2021, Vol 5(2021)
Anomaly Detection in Large Scale Networks with Latent Space Models
Wesley Lee, Tyler H. McCormick, Joshua Neil, Cole Sodja, Yanran Cui
Technometrics | July 2021, pp. 1-23
Detecting Anomalous Time Series by GAMLSS-Akaike-Weights-Scoring
Cole Sodja
Journal of Computational and Graphical Statistics | February 2021, pp. 1-13