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12 April 2021 Cutting-edge research at the Laboratory for Physical Sciences
James Holt
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Proceedings Volume 11751, Disruptive Technologies in Information Sciences V; 1175107 (2021) https://doi.org/10.1117/12.2589606
Event: SPIE Defense + Commercial Sensing, 2021, Online Only
Abstract
The Laboratory for Physical Sciences is a DOD lab performing research in quantum computing, novel computer architectures, high performance computing, brain-inspired systems for learning, and application of machine learning to cybersecurity problems. This talk will provide an overview of ongoing research efforts at the lab, and then will drill down into work applying machine learning and other techniques to the task of malware analysis. This includes development of classifiers to determine if a given file is malware, generation of features through static analysis, disassembly, decompilation and dynamic analysis, aides to the human malware reverse engineer, and automated signature generation for family identification.
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James Holt "Cutting-edge research at the Laboratory for Physical Sciences", Proc. SPIE 11751, Disruptive Technologies in Information Sciences V, 1175107 (12 April 2021); https://doi.org/10.1117/12.2589606
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KEYWORDS
Analytical research
Physical sciences
Machine learning
Computer architecture
Computing systems
Quantum computing
Reverse engineering
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