Scott Freitas

1. A Large-Scale Database for Graph Representation Learning
   2020/11/16 by Scott Freitas, Freitas, Scott, Yuxiao Dong +5 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Algorithms
2. MalNet: A Large-Scale Image Database of Malicious Software
   2021/01/31 by Scott Freitas, Freitas, Scott, Rahul Duggal +3 · 5 citations
   Computer Science · Medicine · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Viral Infections and Outbreaks Research
3. EnergyVis: Interactively Tracking and Exploring Energy Consumption for\n ML Models
   2021/03/30 by Omar Shaikh, Jon Saad-Falcon, Shaikh, Omar +11 · 2 citations
   Engineering · #Green IT and Sustainability
4. AI-Driven Guided Response for Security Operation Centers with Microsoft Copilot for Security
   2024/07/12 by Scott Freitas, Freitas, Scott, Jovan Kalajdjieski +5 · 3 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software Testing and Debugging Techniques
5. UnMask: Adversarial Detection and Defense Through Robust Feature\n Alignment
   2020/02/21 by Scott Freitas, Shang-Tse Chen, Freitas, Scott +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. GraphWeaver: Billion-Scale Cybersecurity Incident Correlation
   2024/06/03 by Scott Freitas, Amir Gharib, Freitas, Scott +1 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Social and Information Networks (cs.SI)
7. ELF: An Early-Exiting Framework for Long-Tailed Classification
   2020/06/22 by Rahul Duggal, Scott Freitas, Duggal, Rahul +7 · 1 citation
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Adaptive Incident Prioritization for Security Operations at Scale
   2026/07/18 by Scott Freitas, Amir Gharib, Maayan Magenheim
   #cs.CR #cs.IR