Search Results - "binary code analysis"

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

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

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

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

Parallel binary code analysis

Authors: Meng, Xiaozhu Anderson, Jonathon M. Mellor-Crummey, John et al.

Source: Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. :76-89

Subject Terms: Performance (cs.PF), FOS: Computer and information sciences, Computer Science - Performance

Access URL: http://arxiv.org/pdf/2001.10621
http://arxiv.org/abs/2001.10621

Retargeted-architecture binary code analysis

Authors: Wang, Junzhe

Subject Terms: Computer science

The Good, The Bad, and The Missing: A Comprehensive Study on the Rise of Machine Learning for Binary Code Analysis

Authors: S. Priyanga Roopak Suresh Sandeep Romana et al.

Source: Smart Innovation, Systems and Technologies ISBN: 9789811694462

Next generation intermediate representations for binary code analysis

Authors: M. A. Solovev M. G. Bakulin M. S. Gorbachev et al.

Source: Труды Института системного программирования РАН, Vol 30, Iss 6, Pp 39-68 (2019)

Subject Terms: 03 medical and health sciences, компиляторные технологии, 0302 clinical medicine, статический анализ, Electronic computers. Computer science, обратная инженерия по, 0202 electrical engineering, electronic engineering, information engineering, анализ бинарного кода, QA75.5-76.95, 02 engineering and technology, абстрактная интерпретация, динамический анализ, символьное выполнение

Access URL: http://ispras.ru/proceedings/docs/2018/30/6/isp_30_2018_6_39.pdf
https://doaj.org/article/262e8f7b72194830bb81c96c7baaab78

Parallel Binary Code Analysis

Authors: Meng, Xiaozhu Anderson, Jonathon M. Mellor-Crummey, John et al.

Index Terms: Computer Science - Performance, text

URL: http://arxiv.org/abs/2001.10621

Systems and methods for binary code analysis

Methods and software tools for combined binary code analysis

Authors: V. A. Padaryan A. I. Getman M. A. Solovyev et al.

Source: Труды Института системного программирования РАН, Vol 26, Iss 1, Pp 251-276 (2018)

Subject Terms: бинарный код, статический анализ, динамический анализ, интегрированная среда, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://ispranproceedings.elpub.ru/jour/article/view/775; https://doaj.org/toc/2079-8156; https://doaj.org/toc/2220-6426

Access URL: https://doaj.org/article/1bac56a8f1c2419aa171688835af8e35

Software Vulnerability Mining Technology of Shipbuilding Industry based on Dynamic Binary Code Analysis

Authors: Bojiang Liu Lijin Wu Xiaomei Shen et al.

Source: 2022 9th International Conference on Dependable Systems and Their Applications (DSA). :995-996

Subject Terms: 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Application of software emulators for the binary code analysis

Authors: P. M. Dovgalyuk V. A. Makarov M. S. Padaryan et al.

Source: Труды Института системного программирования РАН, Vol 26, Iss 1, Pp 277-296 (2018)

Subject Terms: эмулятор, динамический анализ, детерминированное воспроизведение, обратная отладка, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://ispranproceedings.elpub.ru/jour/article/view/776; https://doaj.org/toc/2079-8156; https://doaj.org/toc/2220-6426

Access URL: https://doaj.org/article/5b07973f88b243f8a241c366929eab09

Vulnerability Detection Through Binary Code Analysis

Authors: Liu, Zian Swinburne University of Technology

Contributors: Liu, Zian Swinburne University of Technology

BINSEC: Binary Code Analysis with Low-Level Regions

Authors: Djoudi, A. Bardin, S. Le Roy, Léna et al.

Contributors: Djoudi, A. Bardin, S. Le Roy, Léna et al.

Source: Lecture Notes in Computer Science ISBN: 9783662466803

Subject Terms: Intermediate representations, 02 engineering and technology, Open source software, [INFO] Computer Science [cs], Static analysis, 16. Peace & justice, Front end, Main module, 0202 electrical engineering, electronic engineering, information engineering, Memory modeling, Code analysis, Open systems, Open sources, Region-based, Algorithms, Binary code analysis

Access URL: https://link.springer.com/content/pdf/10.1007%2F978-3-662-46681-0_17.pdf

A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis

Authors: Redmond, Kimberly Luo, Lannan Zeng, Qiang

Index Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, text

URL: http://arxiv.org/abs/1812.09652