Scott Freitas

31 papers A* 1A 7Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security.
WWW (Companion Volume)
Scott Freitas, Jovan Kalajdjieski, Amir Gharib, Robert McCann
2025 — conf
Web Scale Graph Mining for Cyber Threat Intelligence.
KDD (2)
Scott Freitas, Amir Gharib
2024 J jnl
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security.
CoRR
Scott Freitas, Jovan Kalajdjieski, Amir Gharib, Robert McCann
2024 A conf
GraphWeaver: Billion-Scale Cybersecurity Incident Correlation.
CIKM
Scott Freitas, Amir Gharib
2024 J jnl
GraphWeaver: Billion-Scale Cybersecurity Incident Correlation.
CoRR
Scott Freitas, Amir Gharib
2024 J jnl
Web Scale Graph Mining for Cyber Threat Intelligence.
CoRR
Scott Freitas, Amir Gharib
2023 J jnl
Graph Vulnerability and Robustness: A Survey.
IEEE Trans. Knowl. Data Eng.
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
2022 — —
Developing Robust Models, Algorithms, Databases and Tools With Applications to Cybersecurity and Healthcare.
Scott Freitas
2022 A conf
MalNet: A Large-Scale Image Database of Malicious Software.
CIKM
Scott Freitas, Rahul Duggal, Duen Horng Chau
2021 — conf
A Large-Scale Database for Graph Representation Learning.
NeurIPS Datasets and Benchmarks
Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau
2021 — conf
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models.
CHI Extended Abstracts
Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
2021 J jnl
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models.
CoRR
Omar Shaikh, Jon Saad-Falcon, Austin P. Wright, Nilaksh Das, Scott Freitas, Omar Isaac Asensio, Duen Horng Chau
2021 A conf
Evaluating Graph Vulnerability and Robustness using TIGER.
CIKM
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
2021 J jnl
Graph Vulnerability and Robustness: A Survey.
CoRR
Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
2021 — conf
HAR: Hardness Aware Reweighting for Imbalanced Datasets.
IEEE BigData
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
2021 J jnl
MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software.
CoRR
Scott Freitas, Rahul Duggal, Duen Horng Chau
2020 J jnl
A Large-Scale Database for Graph Representation Learning.
CoRR
Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau
2020 A conf
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers.
CIKM
Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau
2020 J jnl
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers.
CoRR
Siwei Li, Zhiyan Zhou, Anish Upadhayay, Omar Shaikh, Scott Freitas, Haekyu Park, Zijie J. Wang, Susanta Routray, Matthew Hull, Duen Horng Chau
2020 A conf
D
SDM
Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau, Joshua Neil
2020 J jnl
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks.
CoRR
Scott Freitas, Andrew Wicker, Duen Horng Chau, Joshua Neil
2020 J jnl
ELF: An Early-Exiting Framework for Long-Tailed Classification.
CoRR
Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
2020 J jnl
Evaluating Graph Vulnerability and Robustness using TIGER.
CoRR
Scott Freitas, Duen Horng Chau
2020 A* conf
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild.
WWW
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun
2020 J jnl
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild.
CoRR
Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun
2020 — conf
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment.
IEEE BigData
Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau
2020 J jnl
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment.
CoRR
Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau
2018 — conf
Local Partition in Rich Graphs.
IEEE BigData
Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau, Hanghang Tong
2018 J jnl
Local Partition in Rich Graphs.
CoRR
Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia
2018 A conf
X-Rank: Explainable Ranking in Complex Multi-Layered Networks.
CIKM
Jian Kang, Scott Freitas, Haichao Yu, Yinglong Xia, Nan Cao, Hanghang Tong
2017 A conf
Rapid Analysis of Network Connectivity.
CIKM
Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia