Search Results - binary code analysis

BinBert: Binary Code Understanding With a Fine-Tunable and Execution-Aware Transformer

Authors: Fiorella Artuso Marco Mormando Giuseppe Antonio Di Luna et al.

Source: IEEE Transactions on Dependable and Secure Computing. 22:308-326

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Cryptography and Security, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Assembly, Task analysis, Vectors, Transformers, Semantics, Binary codes, Benchmark testing, 01 natural sciences, Cryptography and Security (cs.CR), 0105 earth and related environmental sciences, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2208.06692

About Methods for Extracting Algorithms from Binary Code.

Authors: Kulagin, I. I. Padaryan, V. A. Koshkin, V. A.

Source: Programming & Computer Software. Dec2025, Vol. 51 Issue 6, p415-428. 14p.

Subject Terms: *BINARY codes, *ALGORITHMS, *ABSTRACTION (Computer science), *DATA flow computing, *SOFTWARE development tools

On the Role of Pre-trained Embeddings in Binary Code Analysis

Authors: Maier, Alwin Weißberg, Felix Rieck, Konrad

Source: Proceedings of the ACM Asia Conference on Computer and Communications Security
Proceedings of the 19th ACM Asia Conference on Computer and Communications Security

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, I.2.6, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2502.08682

On the Role of Pre-trained Embeddings in Binary Code Analysis

Authors: Maier, Alwin Weissberg, Felix Rieck, Konrad

Index Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, I.2.6, text

URL: http://arxiv.org/abs/2502.08682

BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models

Authors: Xiuwei Shang Guoqiang Chen Shaoyin Cheng et al.

Source: Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence. :7715-7723

Binary Code Analysis for Cybersecurity: A Systematic Review of Forensic Techniques in Vulnerability Detection and Anti-Evasion Strategies

Authors: Haseeb Javed Farman Ali Babar Shah et al.

Source: IEEE Access, Vol 13, Pp 167139-167164 (2025)

Subject Terms: Code analysis, software security, vulnerability detection, code similarity analysis, cybersecurity, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/11165315/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/a73bbf2aa7ee472182da8b06a41bcd9d

Reachability Analysis of Upper-Stack Manipulating Binary Code ⋆

Authors: Lin, Shijie Touili, Tayssir Institut de Recherche en Informatique Fondamentale (IRIF (UMR_8243)) et al.

Contributors: Lin, Shijie Touili, Tayssir Institut de Recherche en Informatique Fondamentale (IRIF (UMR_8243)) et al.

Source: Proceedings of the 23rd International Conference on Software Engineering and Formal Methods ; 23rd International Conference on Software Engineering and Formal Methods ; https://hal.science/hal-05288783 ; 23rd International Conference on Software Engineering and Formal Methods, Nov 2025, Tolède, Spain

Subject Terms: Binary Code Analysis, Finite Automata, Pushdown System with an Upper Stack, Reachability analysis, Reachability analysis Pushdown System with an Upper Stack Finite Automata Binary Code Analysis, [INFO]Computer Science [cs]

Subject Geographic: Tolède, Spain

Availability: https://hal.science/hal-05288783
https://hal.science/hal-05288783v1/document
https://hal.science/hal-05288783v1/file/Reachability_Analysis_of_Upper_Stack_Manipulating_Binary_Code__camera_.pdf

How Different Tokenization Algorithms Impact LLMs and Transformer Models for Binary Code Analysis

Authors: Mostafa, Ahmed Nahid, Raisul Arefin Mulder, Samuel

Source: Proceedings 2025 Workshop on Binary Analysis Research.

Subject Terms: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Cryptography and Security, Computation and Language, Computation and Language (cs.CL), Cryptography and Security (cs.CR), Machine Learning (cs.LG)

Access URL: https://www.ndss-symposium.org/wp-content/uploads/bar2025-final13.pdf
http://arxiv.org/abs/2511.03825

ORCAS: Obfuscation-Resilient Binary Code Similarity Analysis using Dominance Enhanced Semantic Graph

Authors: Wang, Yufeng Feng, Yuhong Cao, Yixuan et al.

Subject Terms: Software Engineering (cs.SE), FOS: Computer and information sciences, Cryptography and Security, Software Engineering, Cryptography and Security (cs.CR)

Access URL: http://arxiv.org/abs/2506.06161

Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures

Authors: Junzhe Wang Qiang Zeng Lannan Luo

Source: Findings of the Association for Computational Linguistics: NAACL 2024. :1320-1332

An Inclusive Report on Robust Malware Detection and Analysis for Cross-Version Binary Code Optimizations

Authors: S. Poornima, R. Mahalakshmi

Source: International Journal on Recent and Innovation Trends in Computing and Communication. 11:927-937

MiSum: Multi-modality Heterogeneous Code Graph Learning for Multi-intent Binary Code Summarization

Authors: Kangchen Zhu Zhiliang Tian Shangwen Wang et al.

Source: Proceedings of the ACM on Software Engineering. 2:1339-1362

A Review on Binary Code Analysis Datasets

Authors: Zhijian Huang Shuguang Song Han Liu et al.

Source: Lecture Notes in Computer Science ISBN: 9783031714696

Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection

Authors: Tsujio, Kohei Faruque, Mohammad Abdullah Al Shoukry, Yasser

Index Terms: Computer Science - Cryptography and Security, Electrical Engineering and Systems Science - Systems and Control, text

URL: http://arxiv.org/abs/2402.12642

Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases

Authors: Su, Zian Xu, Xiangzhe Huang, Ziyang et al.

Index Terms: Computer Science - Software Engineering, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/2405.19581

Tracking Software Evolution Without Source Code : An Incremental Binary Diffing Approach

Additional Titles: Spårning av programvaruutveckling utan källkod : Ett inkrementellt tillvägagångssätt för binära diffar

Authors: Holmgren, Rasmus

Index Terms: Binary Diffing, Software Reverse Engineering, Incremental Binary Diffing, Binary Code Analysis, Software Evolution, Function Matching, Binary Similarity Detection, Computer Sciences, Datavetenskap (datalogi), Student thesis, info:eu-repo/semantics/bachelorThesis, text

URL: http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-215784

How Far Have We Gone in Binary Code Understanding Using Large Language Models

Authors: Shang, Xiuwei Cheng, Shaoyin Chen, Guoqiang et al.

Source: 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME). :1-12

Subject Terms: Software Engineering (cs.SE), FOS: Computer and information sciences, Computer Science - Software Engineering, Computer Science - Cryptography and Security, Cryptography and Security (cs.CR)

Access URL: http://arxiv.org/abs/2404.09836

Removal of vulnerabilities in binary code by program model checking and concolic execution

Authors: Ferreirinha, Luís Pedro Félix Medeiros, Ibéria Vitória de Sousa Repositório Científico de Acesso Aberto da ULisboa

Contributors: Ferreirinha, Luís Pedro Félix Medeiros, Ibéria Vitória de Sousa Repositório Científico de Acesso Aberto da ULisboa

Source: urn:tid:203741420

Subject Terms: Verificação de Modelos, Vulnerabilidades de Overflow na Pilha, Código Binário, Execução Concólica, Análise Estática, Teses de mestrado - 2024

File Description: application/pdf

Availability: http://hdl.handle.net/10400.5/95544

Recherche de vulnérabilités logicielles par combinaison d'analyses de code binaire et de frelatage (Fuzzing)

Software vulnerability research combining fuzz testing and binary code analysis

Authors: Bekrar, Sofia

Thesis Advisors: Grenoble, Groz, Roland, Mounier, Laurent

Subject Terms: Frelatage, Vulnérabilités logicielles, Analyse de couverture, Analyse de code binaire, Génération de tests, Analyse de teinte, Fuzzing, Software vulnerabilities, Coverage analysis, Binary code analysis, Test generation, Taint analysis

Availability: http://www.theses.fr/2013GRENM058

Review on Trustworthy Analysis in binary code

Authors: P. Karthikeyan S.P. Anandaraj R. Vignesh et al.

Source: 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS). :1386-1389

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 3. Good health