Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs

8 August 2018

Papers citing "Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs"

21 / 21 papers shown

Title
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 72 10 0 21 Feb 2025
Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection Litao Li Steven H. H. Ding Andrew Walenstein P. Charland Benjamin C. M. Fung 34 0 0 03 Apr 2024
CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection Hao Wang Zeyu Gao Chao Zhang Mingyang Sun Yuchen Zhou Han Qiu Xiangwei Xiao 39 9 0 29 Feb 2024
FASER: Binary Code Similarity Search through the use of Intermediate Representations Josh Collyer Tim Watson Iain Phillips 29 6 0 05 Oct 2023
Binary Code Similarity Detection Zian Liu 7 8 0 06 Aug 2023
SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs Zian Liu Z. Zhang Siqi Ma Dongxi Liu Jinchao Zhang Chao Chen Shi-xiang Liu Muhammad Ejaz Ahmed Yang Xiang 16 2 0 02 Aug 2023
Khaos: The Impact of Inter-procedural Code Obfuscation on Binary Diffing Techniques Peihua Zhang Chenggang Wu Ming-Hong Peng Kai Zeng Ding Yu Yuanming Lai Yan Kang Wen Wang Zhe Wang 22 7 0 27 Jan 2023
Asteria-Pro: Enhancing Deep-Learning Based Binary Code Similarity Detection by Incorporating Domain Knowledge Shouguo Yang Chaopeng Dong Yang Xiao Yiran Cheng Zhiqiang Shi Zhi Li Limin Sun 22 30 0 02 Jan 2023
Pre-Training Representations of Binary Code Using Contrastive Learning Yifan Zhang Chen Huang Yueke Zhang Kevin Cao Scott Thomas Andersen Huajie Shao Kevin Leach Yu Huang 55 3 0 11 Oct 2022
jTrans: Jump-Aware Transformer for Binary Code Similarity Hao Wang Wenjie Qu Gilad Katz Wenyu Zhu Zeyu Gao Han Qiu Jianwei Zhuge Chao Zhang 13 114 0 25 May 2022
Semantic-aware Binary Code Representation with BERT Hyungjoon Koo Soyeon Park Daejin Choi Taesoo Kim 25 23 0 10 Jun 2021
A Survey of Machine Learning for Computer Architecture and Systems Nan Wu Yuan Xie AI4TS AI4CE 20 145 0 16 Feb 2021
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 24 144 0 21 Jan 2021
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts Nami Ashizawa Naoto Yanai Jason Paul Cruz Shingo Okamura 50 94 0 07 Jan 2021
MAAC: Novel Alert Correlation Method To Detect Multi-step Attack Xiaoyu Wang Xiaorui Gong Lei-Ping Yu Houhua He AAML 16 20 0 16 Nov 2020
A Survey of Binary Code Similarity I. Haq Juan Caballero 10 133 0 25 Sep 2019
A Case Study: Exploiting Neural Machine Translation to Translate CUDA to OpenCL Yonghae Kim Hyesoon Kim BDL 19 2 0 18 May 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples Qiang Zeng Jianhai Su Chenglong Fu Golam Kayas Lannan Luo AAML 27 46 0 26 Dec 2018
SAFE: Self-Attentive Function Embeddings for Binary Similarity Luca Massarelli Giuseppe Antonio Di Luna Fabio Petroni Leonardo Querzoni R. Baldoni 16 175 0 13 Nov 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016