Scott Freitas

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Graph Representation

Imbalanced Data

Top Venues

Publications

Scott Freitas, Jovan Kalajdjieski, Amir Gharib, Robert McCann
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security. CoRR (2024)
Scott Freitas, Amir Gharib
GraphWeaver: Billion-Scale Cybersecurity Incident Correlation. CoRR (2024)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Scott Freitas, Rahul Duggal, Duen Horng Chau
MalNet: A Large-Scale Image Database of Malicious Software. CIKM (2022)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM (2021)
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
Graph Vulnerability and Robustness: A Survey. CoRR (2021)
Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CoRR (2021)
Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models. CHI Extended Abstracts (2021)
Scott Freitas, Rahul Duggal, Duen Horng Chau
MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software. CoRR (2021)
Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau
A Large-Scale Database for Graph Representation Learning. NeurIPS Datasets and Benchmarks (2021)
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
HAR: Hardness Aware Reweighting for Imbalanced Datasets. IEEE BigData (2021)
Scott Freitas, Duen Horng Chau
Evaluating Graph Vulnerability and Robustness using TIGER. CoRR (2020)
Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers. CoRR (2020)
Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau
A Large-Scale Database for Graph Representation Learning. CoRR (2020)
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. CoRR (2020)
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. WWW (2020)
Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers. CIKM (2020)
Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. CoRR (2020)
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
ELF: An Early-Exiting Framework for Long-Tailed Classification. CoRR (2020)
Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. IEEE BigData (2020)
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
M: Dynamic Defense and Modeling of Adversarial Movement in Networks. SDM (2020)
Scott Freitas, Andrew Wicker, Duen Horng Chau, Joshua Neil
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. CoRR (2020)
Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia
Local Partition in Rich Graphs. CoRR (2018)
Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau, Hanghang Tong
Local Partition in Rich Graphs. IEEE BigData (2018)
Jian Kang, Scott Freitas, Haichao Yu, Yinglong Xia, Nan Cao, Hanghang Tong
X-Rank: Explainable Ranking in Complex Multi-Layered Networks. CIKM (2018)
Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia
Rapid Analysis of Network Connectivity. CIKM (2017)