متابعة
Scott Freitas
Scott Freitas
Principal Applied Scientist, Microsoft
بريد إلكتروني تم التحقق منه على gatech.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Graph Vulnerability and Robustness: A Survey‏
S Freitas, D Yang, S Kumar, H Tong, DH Chau‏
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022‏
1082022
A large-scale database for graph representation learning‏
S Freitas, Y Dong, J Neil, DH Chau‏
Proceedings of NeurIPS 2021 Datasets and Benchmarks, 2021‏
712021
Malnet: A large-scale cybersecurity image database of malicious software‏
S Freitas, R Duggal, DH Chau‏
Proceedings of the 2022 ACM International Conference on Information …, 2022‏
512022
Elf: An early-exiting framework for long-tailed classification‏
R Duggal, S Freitas, S Dhamnani, DH Chau, J Sun‏
arXiv preprint arXiv:2006.11979, 2020‏
412020
Unmask: Adversarial detection and defense through robust feature alignment‏
S Freitas, ST Chen, Z Wang, DH Chau‏
2020 IEEE International Conference on Big Data (Big Data), 2020‏
342020
REST: Robust and efficient neural networks for sleep monitoring in the wild‏
R Duggal, S Freitas, C Xiao, DH Chau, J Sun‏
Proceedings of The Web Conference 2020, 1704-1714, 2020‏
262020
Evaluating graph vulnerability and robustness using TIGER‏
S Freitas, D Yang, S Kumar, DH Chau‏
Proceedings of the 2021 ACM International Conference on Information …, 2021‏
252021
D2M: Dynamic Defense and Modeling of Adversarial Movement in Networks‏
S Freitas, A Wicker, DH Chau, J Neil‏
Proceedings of the 2020 SIAM International Conference on Data Mining, 541-549, 2020‏
242020
EnergyVis: interactively tracking and exploring energy consumption for ML models‏
O Shaikh, J Saad-Falcon, AP Wright, N Das, S Freitas, O Asensio, ...‏
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021‏
152021
Har: Hardness aware reweighting for imbalanced datasets‏
R Duggal, S Freitas, S Dhamnani, DH Chau, J Sun‏
2021 IEEE International Conference on Big Data (Big Data), 735-745, 2021‏
132021
X-rank: Explainable ranking in complex multi-layered networks‏
J Kang, S Freitas, H Yu, Y Xia, N Cao, H Tong‏
Proceedings of the 27th ACM International Conference on Information and …, 2018‏
122018
Local partition in rich graphs‏
S Freitas, N Cao, Y Xia, DHP Chau, H Tong‏
2018 IEEE International Conference on Big Data (Big Data), 1001-1008, 2018‏
112018
Argo lite: Open-source interactive graph exploration and visualization in browsers‏
S Li, Z Zhou, A Upadhayay, O Shaikh, S Freitas, H Park, ZJ Wang, ...‏
Proceedings of the 29th ACM International Conference on Information …, 2020‏
102020
Rapid analysis of network connectivity‏
S Freitas, H Tong, N Cao, Y Xia‏
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017‏
62017
AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security‏
S Freitas, J Kalajdjieski, A Gharib, R McCann‏
arXiv preprint arXiv:2407.09017, 2024‏
32024
Graphweaver: Billion-scale cybersecurity incident correlation‏
S Freitas, A Gharib‏
Proceedings of the 33rd ACM International Conference on Information and …, 2024‏
22024
Exploration of DQN in ViZDoom‏
S Freitas, A Dudley, S Gopalakrishnan, J Feinglass, B Clayton‏
12018
Web Scale Graph Mining for Cyber Threat Intelligence‏
S Freitas, A Gharib‏
arXiv preprint arXiv:2411.06239, 2024‏
2024
Developing Robust Models, Algorithms, Databases and Tools With Applications to Cybersecurity and Healthcare‏
S Freitas‏
2022
Extracting Knowledge For Adversarial Detection and Defense in Deep Learning‏
S Freitas, ST Chen, DHP Chau‏
2019
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20