Cover Image

Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shang, Xiuwei, Hu, Li, Cheng, Shaoyin, Chen, Guoqiang, Wu, Benlong, Zhang, Weiming, Yu, Nenghai
Format:	Preprint
Published:	2024
Subjects:	Software Engineering
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BinMetric: A Comprehensive Binary Analysis Benchmark for Large Language Models
by: Shang, Xiuwei, et al.
Published: (2025)

An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding
by: Shang, Xiuwei, et al.
Published: (2025)

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System
by: Hu, Li, et al.
Published: (2025)

How Far Have We Gone in Binary Code Understanding Using Large Language Models
by: Shang, Xiuwei, et al.
Published: (2024)

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation
by: Hu, Li, et al.
Published: (2026)

Cross-modal Retrieval Models for Stripped Binary Analysis
by: Chen, Guoqiang, et al.
Published: (2025)

Pre-Training Representations of Binary Code Using Contrastive Learning
by: Zhang, Yifan, et al.
Published: (2022)

Understanding the AI-powered Binary Code Similarity Detection
by: Fu, Lirong, et al.
Published: (2024)

FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs
by: Shang, Xiuwei, et al.
Published: (2024)

Unsupervised Binary Code Translation with Application to Code Similarity Detection and Vulnerability Discovery
by: Ahmad, Iftakhar, et al.
Published: (2024)

UniASM: Binary Code Similarity Detection without Fine-tuning
by: Gu, Yeming, et al.
Published: (2022)

LLMSniffer: Detecting LLM-Generated Code via GraphCodeBERT and Supervised Contrastive Learning
by: Dihan, Mahir Labib, et al.
Published: (2026)

NL in the Middle: Code Translation with LLMs and Intermediate Representations
by: Tai, Chi-en Amy, et al.
Published: (2025)

Improving Source Code Similarity Detection Through GraphCodeBERT and Integration of Additional Features
by: Martinez-Gil, Jorge
Published: (2024)

On the Effectiveness of Code Representation in Deep Learning-Based Automated Patch Correctness Assessment
by: Zhang, Quanjun, et al.
Published: (2026)

BinaryAI: Binary Software Composition Analysis via Intelligent Binary Source Code Matching
by: Jiang, Ling, et al.
Published: (2024)

CEBin: A Cost-Effective Framework for Large-Scale Binary Code Similarity Detection
by: Wang, Hao, et al.
Published: (2024)

Towards Exception Safety Code Generation with Intermediate Representation Agents Framework
by: Zhang, Xuanming, et al.
Published: (2024)

Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code
by: Li, Gangyang, et al.
Published: (2025)

From UI to Code: Mobile Ads Detection via LLM-Unified Static-Dynamic Analysis
by: Ma, Shang, et al.
Published: (2026)

Assessing Code Generation with Intermediate Languages
by: Deng, Xun, et al.
Published: (2024)

ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph
by: Wang, Yufeng, et al.
Published: (2025)

ComPass: Contrastive Learning for Automated Patch Correctness Assessment in Program Repair
by: Zhang, Quanjun, et al.
Published: (2026)

KEENHash: Hashing Programs into Function-Aware Embeddings for Large-Scale Binary Code Similarity Analysis
by: Liu, Zhijie, et al.
Published: (2025)

Cross-Inlining Binary Function Similarity Detection
by: Jia, Ang, et al.
Published: (2024)

CC2Vec: Combining Typed Tokens with Contrastive Learning for Effective Code Clone Detection
by: Dou, Shihan, et al.
Published: (2024)

DCE-LLM: Dead Code Elimination with Large Language Models
by: Chen, Minyu, et al.
Published: (2025)

Combining GPT and Code-Based Similarity Checking for Effective Smart Contract Vulnerability Detection
by: Zhang, Jango
Published: (2024)

StriderSPD: Structure-Guided Joint Representation Learning for Binary Security Patch Detection
by: Li, Qingyuan, et al.
Published: (2026)

CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision
by: Wang, Hao, et al.
Published: (2024)

Similar but Patched Code Considered Harmful -- The Impact of Similar but Patched Code on Recurring Vulnerability Detection and How to Remove Them
by: Tan, Zixuan, et al.
Published: (2024)

Scalable Defect Detection via Traversal on Code Graph
by: Liu, Zhengyao, et al.
Published: (2024)

Detecting Essence Code Clones via Information Theoretic Analysis
by: Zhao, Lida, et al.
Published: (2025)

No Man is an Island: Towards Fully Automatic Programming by Code Search, Code Generation and Program Repair
by: Zhang, Quanjun, et al.
Published: (2024)

Zero-Shot Code Representation Learning via Prompt Tuning
by: Cui, Nan, et al.
Published: (2024)

TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation
by: Xian, Zixiang, et al.
Published: (2023)

GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model
by: Liu, Wei, et al.
Published: (2024)

Advanced Detection of Source Code Clones via an Ensemble of Unsupervised Similarity Measures
by: Martinez-Gil, Jorge
Published: (2024)

Is This the Same Code? A Comprehensive Study of Decompilation Techniques for WebAssembly Binaries
by: Wu, Wei-Cheng, et al.
Published: (2024)

Deep Assessment of Code Review Generation Approaches: Beyond Lexical Similarity
by: Jiang, Yanjie, et al.
Published: (2025)