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Towards Practical Binary Code Similarity Detection: Vulnerability Verification via Patch Semantic Analysis

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-22038-9_15openalex-snapshot
SAFE: Self-Attentive Function Embeddings for Binary Similarity
inferredcites →https://doi.org/10.1007/bfb0055009openalex-snapshot
Symbolic reaching definitions analysis of Ada programs
inferredcites →https://doi.org/10.1016/j.comcom.2021.03.011openalex-snapshot
Osprey: A fast and accurate patch presence test framework for binaries
inferredcites →https://doi.org/10.1017/cbo9781107298019openalex-snapshot
Understanding Machine Learning
inferredcites →https://doi.org/10.1109/dsn48987.2021.00036openalex-snapshot
Asteria: Deep Learning-based AST-Encoding for Cross-platform Binary Code Similarity Detection
inferredcites →https://doi.org/10.1109/eurosp48549.2020.00012openalex-snapshot
VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets
inferredcites →https://doi.org/10.1109/icse.2007.30openalex-snapshot
DECKARD: Scalable and Accurate Tree-Based Detection of Code Clones
inferredcites →https://doi.org/10.1109/icse.2017.49openalex-snapshot
SPAIN: Security Patch Analysis for Binaries towards Understanding the Pain and Pills
inferredcites →https://doi.org/10.1109/ipccc51483.2021.9679443openalex-snapshot
PMatch: Semantic-based Patch Detection for Binary Programs
inferredcites →https://doi.org/10.1109/msr.2010.5463293openalex-snapshot
Finding file clones in FreeBSD Ports Collection
inferredcites →https://doi.org/10.1109/saner50967.2021.00028openalex-snapshot
VIVA: Binary Level Vulnerability Identification via Partial Signature
inferredcites →https://doi.org/10.1109/sp.2012.13openalex-snapshot
ReDeBug: Finding Unpatched Code Clones in Entire OS Distributions
inferredcites →https://doi.org/10.1109/sp.2012.31openalex-snapshot
Unleashing Mayhem on Binary Code
inferredcites →https://doi.org/10.1109/sp.2017.62openalex-snapshot
VUDDY: A Scalable Approach for Vulnerable Code Clone Discovery
inferredcites →https://doi.org/10.1109/sp.2019.00003openalex-snapshot
Asm2Vec: Boosting Static Representation Robustness for Binary Clone Search against Code Obfuscation and Compiler Optimization
inferredcites →https://doi.org/10.1109/trustcom/bigdatase.2018.00114openalex-snapshot
VMPBL: Identifying Vulnerable Functions Based on Machine Learning Combining Patched Information and Binary Comparison Technique by LCS
inferredcites →https://doi.org/10.1109/tse.2018.2827379openalex-snapshot
Accurate and Scalable Cross-Architecture Cross-OS Binary Code Search with Emulation
inferredcites →https://doi.org/10.1109/tse.2021.3093926openalex-snapshot
BinDiffNN : Learning Distributed Representation of Assembly for Robust Binary Diffing Against Semantic Differences
inferredcites →https://doi.org/10.1109/tse.2022.3231621openalex-snapshot
Learning Approximate Execution Semantics From Traces for Binary Function Similarity
inferredcites →https://doi.org/10.1145/1273463.1273464openalex-snapshot
Under-constrained execution
inferredcites →https://doi.org/10.1145/2420950.2421003openalex-snapshot
Generalized vulnerability extrapolation using abstract syntax trees
inferredcites →https://doi.org/10.1145/2560217.2560219openalex-snapshot
Automatic exploit generation
inferredcites →https://doi.org/10.1145/2663716.2663755openalex-snapshot
The Matter of Heartbleed
inferredcites →https://doi.org/10.1145/2666356.2594343openalex-snapshot
Tracelet-based code search in executables
inferredcites →https://doi.org/10.1145/2884781.2884877openalex-snapshot
SourcererCC
inferredcites →https://doi.org/10.1145/2950290.2950350openalex-snapshot
BinGo: cross-architecture cross-OS binary search
inferredcites →https://doi.org/10.1145/2976749.2978370openalex-snapshot
Scalable Graph-based Bug Search for Firmware Images
inferredcites →https://doi.org/10.1145/2991079.2991102openalex-snapshot
VulPecker
inferredcites →https://doi.org/10.1145/3052973.3052995openalex-snapshot
Extracting Conditional Formulas for Cross-Platform Bug Search
inferredcites →https://doi.org/10.1145/3133956.3134018openalex-snapshot
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection
inferredcites →https://doi.org/10.1145/3236024.3275524openalex-snapshot
VulSeeker-pro: enhanced semantic learning based binary vulnerability seeker with emulation
inferredcites →https://doi.org/10.1145/3238147.3238199openalex-snapshot
αDiff: cross-version binary code similarity detection with DNN
inferredcites →https://doi.org/10.1145/3372297.3417240openalex-snapshot
PDiff: Semantic-based Patch Presence Testing for Downstream Kernels
inferredcites →https://doi.org/10.1145/3372297.3423342openalex-snapshot
PatchScope: Memory Object Centric Patch Diffing
inferredcites →https://doi.org/10.1145/3395363.3397361openalex-snapshot
Patch based vulnerability matching for binary programs
inferredcites →https://doi.org/10.1145/3533767.3534367openalex-snapshot
jTrans: jump-aware transformer for binary code similarity detection
inferredcites →https://doi.org/10.1145/3564625.3567975openalex-snapshot
Practical Binary Code Similarity Detection with BERT-based Transferable Similarity Learning
inferredcites →https://doi.org/10.14722/ndss.2016.23185openalex-snapshot
discovRE: Efficient Cross-Architecture Identification of Bugs in Binary Code
inferredcites →https://doi.org/10.14722/ndss.2019.23492openalex-snapshot
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs
inferredcites →https://doi.org/10.14722/ndss.2020.24311openalex-snapshot
DeepBinDiff: Learning Program-Wide Code Representations for Binary Diffing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/spe.3360openalex-snapshot
Large language model ChatGPT versus small deep learning models for self‐admitted technical debt detection: Why not together?
inferred← citeshttps://doi.org/10.1007/978-3-031-94448-2_19openalex-snapshot
Symerge: Replacing Calls in Under-Constrained Symbolic Execution and Find Vulnerabilities
inferred← citeshttps://doi.org/10.1007/978-3-032-28079-4_17openalex-snapshot
Quantitative Symbolic Patch Impact Analysis
inferred← citeshttps://doi.org/10.1007/s10664-026-10942-zopenalex-snapshot
SA2Pat: enhancing binary security patch function localization via security advisory-guided LLMs
inferred← citeshttps://doi.org/10.1016/j.cose.2025.104540openalex-snapshot
CAPRA: Context-Aware patch risk assessment for detecting immature vulnerability in open-source software
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103475openalex-snapshot
MDVul: A semantic-based complex dependency code vulnerability detection using fusion path
inferred← citeshttps://doi.org/10.1016/j.jss.2026.113023openalex-snapshot
VIBRANT: Visual in-memory representation analysis for binary similarity detection
inferred← citeshttps://doi.org/10.1109/access.2024.3432323openalex-snapshot
CODE-SMASH: Source-Code Vulnerability Detection Using Siamese and Multi-Level Neural Architecture
inferred← citeshttps://doi.org/10.1109/access.2025.3588950openalex-snapshot
Transformer-Based Vulnerability Detection in IoT Firmware Binaries Using Opcode Sequences
inferred← citeshttps://doi.org/10.1109/access.2025.3610616openalex-snapshot
Binary Code Analysis for Cybersecurity: A Systematic Review of Forensic Techniques in Vulnerability Detection and Anti-Evasion Strategies
inferred← citeshttps://doi.org/10.1109/apsec66846.2025.00032openalex-snapshot
BEGA: A Binary Code Embedding Method Based on Gravity-Model Augmentation Graph Contrastive Learning
inferred← citeshttps://doi.org/10.1109/ase63991.2025.00081openalex-snapshot
Lares: LLM-driven Code Slice Semantic Search for Patch Presence Testing
inferred← citeshttps://doi.org/10.1109/cgo68049.2026.11395233openalex-snapshot
Binary Diffing via Library Signatures
inferred← citeshttps://doi.org/10.1109/compsac61105.2024.00183openalex-snapshot
VulDet-BC: Binary Software Vulnerability Detection Based on BiGRU and CNN
inferred← citeshttps://doi.org/10.1109/eiecs67708.2025.11283480openalex-snapshot
VulAKC: An Attention-Driven AKConv Network for Source Code Vulnerability Detection
inferred← citeshttps://doi.org/10.1109/eiect68017.2025.11331730openalex-snapshot
BinGAT: A Code Similarity Detection Based on Machine Code and Graph Attention Network
inferred← citeshttps://doi.org/10.1109/icse55347.2025.00061openalex-snapshot
TransferFuzz: Fuzzing with Historical Trace for Verifying Propagated Vulnerability Code
inferred← citeshttps://doi.org/10.1109/mpcit62449.2024.10892660openalex-snapshot
CrossDeep: A Hybrid Approach For Cross Version Binary Code Similarity Detection
inferred← citeshttps://doi.org/10.1109/srds69199.2025.00025openalex-snapshot
Fusing Multimodal Binary Code Representations for Enhanced Similarity Detection
inferred← citeshttps://doi.org/10.1109/tse.2025.3584774openalex-snapshot
TransferFuzz-Pro: Large Language Model Driven Code Debugging Technology for Verifying Propagated Vulnerability
inferred← citeshttps://doi.org/10.1142/s0218194026500701openalex-snapshot
SemASTer: Cross-Architecture Binary Code Similarity Detection via AST-Driven Semantic Compensation
inferred← citeshttps://doi.org/10.1145/3671016.3671379openalex-snapshot
Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study
inferred← citeshttps://doi.org/10.1145/3671016.3671390openalex-snapshot
CRABS-former: CRoss-Architecture Binary Code Similarity Detection based on Transformer
inferred← citeshttps://doi.org/10.1145/3694782openalex-snapshot
Vulnerabilities and Security Patches Detection in OSS: A Survey
inferred← citeshttps://doi.org/10.1145/3712194openalex-snapshot
Backsolver: Adapting Preceding Execution Paths to Solve Constraints for Concolic Execution
inferred← citeshttps://doi.org/10.1145/3731449openalex-snapshot
FoC: Figure Out the Cryptographic Functions in Stripped Binaries with LLMs
inferred← citeshttps://doi.org/10.1145/3746252.3761266openalex-snapshot
ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph
inferred← citeshttps://doi.org/10.1145/3770079openalex-snapshot
PLocator : Fine-Grained Patch Presence Test in Binaries via Patch Code Localization
inferred← citeshttps://doi.org/10.1145/3787853openalex-snapshot
Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code
inferred← citeshttps://doi.org/10.1145/3832144openalex-snapshot
A Comprehensive Empirical Analysis of Patch Presence Testing: Capabilities, Limitations, and Paths Forward
inferred← citeshttps://doi.org/10.1371/journal.pone.0340971openalex-snapshot
Semantic code clone detection using hybrid intermediate representations and BiLSTM networks
inferred← citeshttps://doi.org/10.32657/10356/182864openalex-snapshot
Detection and remediation of third-party library vulnerabilities in the C/C++ open-source ecosystem
inferred← citeshttps://doi.org/10.3390/e28080938openalex-snapshot
Fixed-Candidate Reliability Auditing for Closed-Set Binary Function Retrieval Under Known-Source Cross-Compilation Protocols
inferred← citeshttps://doi.org/10.3390/electronics15010008openalex-snapshot
Research on Binary Decompilation Optimization Based on Fine-Tuned Large Language Models for Vulnerability Detection
inferred← citeshttps://doi.org/10.3390/math12050658openalex-snapshot
Assembly Function Recognition in Embedded Systems as an Optimization Problem
inferred← citeshttps://doi.org/10.5815/ijcnis.2025.03.05openalex-snapshot
GraphConvDeep: A Deep Learning Approach for Enhancing Binary Code Similarity Detection using Graph Embeddings
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