SAFE: Self-Attentive Function Embeddings for Binary Similarity

SAFE: Self-Attentive Function Embeddings for Binary Similarity

13 November 2018

Luca Massarelli

Giuseppe Antonio Di Luna

Leonardo Querzoni

Papers citing "SAFE: Self-Attentive Function Embeddings for Binary Similarity"

17 / 17 papers shown

Title
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 64 10 0 21 Feb 2025
On the Role of Pre-trained Embeddings in Binary Code Analysis Alwin Maier Felix Weissberg Konrad Rieck 43 0 0 12 Feb 2025
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 94 2 0 27 Mar 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 36 9 0 29 Feb 2024
FASER: Binary Code Similarity Search through the use of Intermediate Representations Josh Collyer Tim Watson Iain Phillips 23 6 0 05 Oct 2023
kTrans: Knowledge-Aware Transformer for Binary Code Embedding Wenyu Zhu Hao Wang Yuchen Zhou Jiaming Wang Zihan Sha Zeyu Gao Chao Zhang 32 10 0 24 Aug 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 13 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
Efficient Malware Analysis Using Metric Embeddings Ethan M. Rudd David B. Krisiloff Scott E. Coull Daniel Olszewski Edward Raff James Holt AAML 23 6 0 05 Dec 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 11 112 0 25 May 2022
PalmTree: Learning an Assembly Language Model for Instruction Embedding Xuezixiang Li Qu Yu Heng Yin 24 143 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 42 94 0 07 Jan 2021
Trex: Learning Execution Semantics from Micro-Traces for Binary Similarity Kexin Pei Zhou Xuan Junfeng Yang Suman Jana Baishakhi Ray 19 88 0 16 Dec 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 42 276 0 29 Dec 2019
A Survey of Binary Code Similarity I. Haq Juan Caballero 8 133 0 25 Sep 2019