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Scott Freitas
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2020 – today
- 2024
- [i13]Scott Freitas, Amir Gharib:
GraphWeaver: Billion-Scale Cybersecurity Incident Correlation. CoRR abs/2406.01842 (2024) - [i12]Scott Freitas, Jovan Kalajdjieski, Amir Gharib, Robert McCann:
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security. CoRR abs/2407.09017 (2024) - 2023
- [j1]Scott Freitas
, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau
:
Graph Vulnerability and Robustness: A Survey. IEEE Trans. Knowl. Data Eng. 35(6): 5915-5934 (2023) - 2022
- [b1]Scott Freitas:
Developing Robust Models, Algorithms, Databases and Tools With Applications to Cybersecurity and Healthcare. Georgia Institute of Technology, Atlanta, GA, USA, 2022 - [c12]Scott Freitas, Rahul Duggal, Duen Horng Chau:
MalNet: A Large-Scale Image Database of Malicious Software. CIKM 2022: 3948-3952 - 2021
- [c11]Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun
:
HAR: Hardness Aware Reweighting for Imbalanced Datasets. IEEE BigData 2021: 735-745 - [c10]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: 458:1-458:7 - [c9]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CIKM 2021: 4495-4503 - [c8]Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau:
A Large-Scale Database for Graph Representation Learning. NeurIPS Datasets and Benchmarks 2021 - [i11]Scott Freitas, Rahul Duggal, Duen Horng Chau:
MalNet: A Large-Scale Cybersecurity Image Database of Malicious Software. CoRR abs/2102.01072 (2021) - [i10]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 abs/2103.16435 (2021) - [i9]Scott Freitas, Diyi Yang, Srijan Kumar, Hanghang Tong, Duen Horng Chau:
Graph Vulnerability and Robustness: A Survey. CoRR abs/2105.00419 (2021) - 2020
- [c7]Scott Freitas, Shang-Tse Chen, Zijie J. Wang
, Duen Horng Chau:
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. IEEE BigData 2020: 1081-1088 - [c6]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: 3071-3076 - [c5]Scott Freitas, Andrew Wicker, Duen Horng (Polo) Chau
, Joshua Neil:
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. SDM 2020: 541-549 - [c4]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: 1704-1714 - [i8]Scott Freitas, Andrew Wicker, Duen Horng Chau, Joshua Neil:
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks. CoRR abs/2001.11108 (2020) - [i7]Rahul Duggal, Scott Freitas, Cao Xiao, Duen Horng Chau, Jimeng Sun:
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild. CoRR abs/2001.11363 (2020) - [i6]Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau:
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. CoRR abs/2002.09576 (2020) - [i5]Scott Freitas, Duen Horng Chau:
Evaluating Graph Vulnerability and Robustness using TIGER. CoRR abs/2006.05648 (2020) - [i4]Rahul Duggal, Scott Freitas, Sunny Dhamnani, Duen Horng Chau, Jimeng Sun:
ELF: An Early-Exiting Framework for Long-Tailed Classification. CoRR abs/2006.11979 (2020) - [i3]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 abs/2008.11844 (2020) - [i2]Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau:
A Large-Scale Database for Graph Representation Learning. CoRR abs/2011.07682 (2020)
2010 – 2019
- 2018
- [c3]Scott Freitas, Nan Cao, Yinglong Xia, Duen Horng (Polo) Chau
, Hanghang Tong
:
Local Partition in Rich Graphs. IEEE BigData 2018: 1001-1008 - [c2]Jian Kang
, Scott Freitas, Haichao Yu, Yinglong Xia, Nan Cao, Hanghang Tong
:
X-Rank: Explainable Ranking in Complex Multi-Layered Networks. CIKM 2018: 1959-1962 - [i1]Scott Freitas, Hanghang Tong, Nan Cao, Yinglong Xia:
Local Partition in Rich Graphs. CoRR abs/1803.05084 (2018) - 2017
- [c1]Scott Freitas, Hanghang Tong
, Nan Cao, Yinglong Xia:
Rapid Analysis of Network Connectivity. CIKM 2017: 2463-2466
Coauthor Index
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last updated on 2024-08-16 18:25 CEST by the dblp team
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