jTrans: Jump-Aware Transformer for Binary Code Similarity

25 May 2022

Wenjie Qu

Papers citing "jTrans: Jump-Aware Transformer for Binary Code Similarity"

39 / 39 papers shown

Title
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu Wenbo Zhang N. Yu 67 0 0 30 Apr 2025
BinPool: A Dataset of Vulnerabilities for Binary Security Analysis Sima Arasteh Georgios Nikitopoulos Wei-Cheng Wu Nicolaas Weideman Aaron Portnoy Mukund Raghothaman Christophe Hauser 29 0 0 27 Apr 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 45 2 0 21 Mar 2025
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu ... Qiyuan Chen Kai Yun Qiyuan Chen Rongze Chen Chunfu Jia 42 0 0 14 Mar 2025
UniASM: Binary Code Similarity Detection without Fine-tuning Yeming Gu Hui Shu Fei Kang Fan Hu 72 10 0 21 Feb 2025
A Progressive Transformer for Unifying Binary Code Embedding and Knowledge Transfer Hanxiao Lu Hongyu Cai Yiming Liang Antonio Bianchi Z. Berkay Celik 78 0 0 15 Dec 2024
StrTune: Data Dependence-based Code Slicing for Binary Similarity Detection with Fine-tuned Representation Kaiyan He Yikun Hu Xuehui Li Yunhao Song Yubo Zhao Dawu Gu 79 1 0 19 Nov 2024
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM Haizhou Wang Nanqing Luo Xusheng Li Peng Liu 44 1 0 08 Nov 2024
BinEnhance: An Enhancement Framework Based on External Environment Semantics for Binary Code Search Yongpan Wang Hong Li Xiaojie Zhu Siyuan Li Chaopeng Dong Shouguo Yang Kangyuan Qin 35 1 0 02 Nov 2024
BinSimDB: Benchmark Dataset Construction for Fine-Grained Binary Code Similarity Analysis Fei Zuo Cody Tompkins Qiang Zeng Lannan Luo Yung Ryn Choe Junghwan Rhee 23 0 0 14 Oct 2024
ViC: Virtual Compiler Is All You Need For Assembly Code Search Zeyu Gao Hao Wang Yuanda Wang Chao Zhang 38 2 0 10 Aug 2024
Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets Josh Collyer Tim Watson Iain Phillips GNN 22 0 0 02 Jun 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases Zian Su Xiangzhe Xu Ziyang Huang Kaiyuan Zhang Xiangyu Zhang 34 6 0 30 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 37 3 0 07 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 47 36 0 06 May 2024
Multi-modal Learning for WebAssembly Reverse Engineering Hanxian Huang Jishen Zhao 31 2 0 04 Apr 2024
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 39 10 0 29 Feb 2024
CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision Hao Wang Zeyu Gao Chao Zhang Zihan Sha Mingyang Sun Yuchen Zhou Wenyu Zhu Wenju Sun Han Qiu Xiangwei Xiao 38 18 0 26 Feb 2024
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization Yifan Zhang Jiliang Li Z. Karas Aakash Bansal Toby Jia-Jun Li Collin McMillan Kevin Leach Yu Huang 32 7 0 21 Feb 2024
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking Zian Su Xiangzhe Xu Ziyang Huang Zhuo Zhang Yapeng Ye Jianjun Huang Xiangyu Zhang OffRL 43 8 0 19 Feb 2024
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 23 21 0 15 Dec 2023
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity S. VenkataKeerthy Soumya Banerjee Sayan Dey Yashas Andaluri PS Raghul S. Kalyanasundaram Fernando Magno Quintao Pereira Ramakrishna Upadrasta 26 3 0 01 Dec 2023
Nova: Generative Language Models for Assembly Code with Hierarchical Attention and Contrastive Learning Nan Jiang Chengxiao Wang Kevin Liu Xiangzhe Xu Lin Tan Xiangyu Zhang OffRL 25 8 0 22 Nov 2023
How Far Have We Gone in Vulnerability Detection Using Large Language Models Zeyu Gao Hao Wang Yuchen Zhou Wenyu Zhu Chao Zhang 26 17 0 21 Nov 2023
FASER: Binary Code Similarity Search through the use of Intermediate Representations Josh Collyer Tim Watson Iain Phillips 29 6 0 05 Oct 2023
EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis D. Corlatescu Alexandru Dinu Mihaela Gaman Paul Sumedrea 21 1 0 03 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
FastBCSD: Fast and Efficient Neural Network for Binary Code Similarity Detection Che-Wei Huang Guibo Zhu Guojing Ge Taiha Li Jinqiao Wang 42 1 0 25 Jun 2023
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 38 4 0 18 May 2023
LibAM: An Area Matching Framework for Detecting Third-party Libraries in Binaries Siyuan Li Yongpan Wang Chaopeng Dong Shouguo Yang Hong Li ... Zhe Lang Zuxin Chen Weijie Wang Hongsong Zhu Limin Sun 34 13 0 06 May 2023
Adversarial Attacks against Binary Similarity Systems Gianluca Capozzi Daniele Cono DÉlia Giuseppe Antonio Di Luna Leonardo Querzoni AAML 32 0 0 20 Mar 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 24 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 31 0 02 Jan 2023
Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning Yi Qian Ligeng Chen Yuyang Wang Bing Mao 32 0 0 08 Nov 2022
Leveraging Artificial Intelligence on Binary Code Comprehension Yifan Zhang 37 3 0 11 Oct 2022
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 57 3 0 11 Oct 2022
FuncFooler: A Practical Black-box Attack Against Learning-based Binary Code Similarity Detection Methods Lichen Jia Bowen Tang Chenggang Wu Zhe Wang Zihan Jiang Yuanming Lai Yan Kang Ninghui Liu Jingfeng Zhang AAML 22 1 0 26 Aug 2022
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 311 31,280 0 16 Jan 2013