Semantic-aware Binary Code Representation with BERT

10 June 2021

Papers citing "Semantic-aware Binary Code Representation with BERT"

8 / 8 papers shown

Title
Zero Day Malware Detection with Alpha: Fast DBI with Transformer Models for Real World Application Matthew G. Gaber Mohiuddin Ahmed Helge Janicke 29 0 0 21 Apr 2025
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 72 10 0 21 Feb 2025
Comparing Unidirectional, Bidirectional, and Word2vec Models for Discovering Vulnerabilities in Compiled Lifted Code Gary A. McCully John D. Hastings Shengjie Xu Adam Fortier 49 2 0 26 Sep 2024
Bi-Directional Transformers vs. word2vec: Discovering Vulnerabilities in Lifted Compiled Code Gary A. McCully John D. Hastings Shengjie Xu Adam Fortier 35 2 0 31 May 2024
Assemblage: Automatic Binary Dataset Construction for Machine Learning Chang Liu Rebecca Saul Yihao Sun Edward Raff Maya Fuchs Townsend Southard Pantano James Holt Kristopher K. Micinski 32 3 0 07 May 2024
GraphMoco:a Graph Momentum Contrast Model that Using Multimodel Structure Information for Large-scale Binary Function Representation Learning Runjin Sun Shize Guo Wei Li XingYu Zhang Xi Guo Zhisong Pan 33 4 0 18 May 2023
SimCLF: A Simple Contrastive Learning Framework for Function-level Binary Embeddings Ruijin Sun Guo Shize Jinhong Guo Li Wei Zhan Dazhi Sun Meng Zhisong Pan 21 0 0 06 Sep 2022
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018