COBRA-GCN: Contrastive Learning to Optimize Binary Representation Analysis with Graph Convolutional Networks

Michael Wang, Alex Interrante-Grant, Ryan Whelan, Tim Leek. COBRA-GCN: Contrastive Learning to Optimize Binary Representation Analysis with Graph Convolutional Networks. In Lorenzo Cavallaro, Daniel Gruss, Giancarlo Pellegrino, Giorgio Giacinto, editors, Detection of Intrusions and Malware, and Vulnerability Assessment - 19th International Conference, DIMVA 2022, Cagliari, Italy, June 29 - July 1, 2022, Proceedings. Volume 13358 of Lecture Notes in Computer Science, pages 53-74, Springer, 2022. [doi]

Abstract

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