Search Results - binary code extraction~

Feature Extraction Methods for Binary Code Similarity Detection Using Neural Machine Translation Models

Authors: Norimitsu Ito Masaki Hashimoto Akira Otsuka

Source: IEEE Access, Vol 11, Pp 102796-102805 (2023)

Subject Terms: Binary code similarity detection, machine learning, neural machine translation, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10254199/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/81cc979a59f84dc0ad7b90c4f61fef7f

Codee: A Tensor Embedding Scheme for Binary Code Search

Authors: Yang, Jia Fu, Cai Liu, Xiao-Yang et al.

Source: IEEE Transactions on Software Engineering. 48(7)

Subject Terms: Information and Computing Sciences, Machine Learning, Function feature extraction, tensor embedding, code search, tSVD, Computer Software, Information Systems, Electrical and Electronic Engineering, Software Engineering, Distributed computing and systems software, Software engineering

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/5t74h0rn
https://escholarship.org/content/qt5t74h0rn/qt5t74h0rn.pdf

Verified Propagation Redundancy and Compositional UNSAT Checking in CakeML

Authors: Tan, Yong Kiam Heule, Marijn J.H. Myreen, Magnus

Source: International Journal on Software Tools for Technology Transfer. 25(2):167-184

Subject Terms: compositional proof checking, linear propagation redundancy, binary code extraction

File Description: electronic

Access URL: https://research.chalmers.se/publication/534843
https://research.chalmers.se/publication/534843/file/534843_Fulltext.pdf

FIN: Boosting binary code embedding by normalizing function inlinings.

Authors: Amouei, Mohammadhossein Fung, Benjamin C.M. Charland, Philippe

Source: Journal of Systems & Software. Jan2026, Vol. 231, pN.PAG-N.PAG. 1p.

Subject Terms: MACHINE learning, FEATURE extraction, FLOWGRAPHS, COST functions, PROGRAM transformation

Software Verification with ITPs Should Use Binary Code Extraction to Reduce the TCB: (Short Paper)

Authors: Zachary Tatlock Magnus O. Myreen Eric Mullen et al.

Source: Lecture Notes in Computer Science ISBN: 9783319948201

Access URL: https://dblp.uni-trier.de/db/conf/itp/itp2018.html#KumarMTM18
https://rd.springer.com/chapter/10.1007/978-3-319-94821-8_21
https://doi.org/10.1007/978-3-319-94821-8_21
https://research.chalmers.se/en/publication/504299
https://link.springer.com/chapter/10.1007/978-3-319-94821-8_21

Cross-Architecture Binary Code Similarity-Detection Method Based on Contextual Information

Authors: Xingyu Zeng Yujie Yang Qiaoyan Wen et al.

Source: Applied Sciences, Vol 15, Iss 17, p 9458 (2025)

Subject Terms: semantic context, graph attention, structural context, binary code similarity analysis, cross-architecture detection, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/17/9458; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/9350f60aa332446d95a260de13ab5cac

Binary Code Extraction and Interface Identification for Security Applications

Authors: CALIFORNIA UNIV BERKELEY DEPT OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Caballero, Juan Johnson, Noah M. et al.

Source: DTIC

Index Terms: Cybernetics, CODING, DATA PROCESSING SECURITY, EXTRACTION, IDENTIFICATION, CRYPTOGRAPHY, INTERFACES, BINARY CODES, REUTILIZATION, Text

URL: https://apps.dtic.mil/docs/citations/ADA538737

VulCatch: Enhancing Binary Vulnerability Detection through CodeT5 Decompilation and KAN Advanced Feature Extraction

Authors: Chukkol, Abdulrahman Hamman Adama Luo, Senlin Sharif, Kashif et al.

Index Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Software Engineering, text

URL: http://arxiv.org/abs/2408.07181

GBsim: A Robust GCN-BERT Approach for Cross-Architecture Binary Code Similarity Analysis.

Authors: Du J Wei Q Wang Y et al.

Source: Entropy (Basel, Switzerland) [Entropy (Basel)] 2025 Apr 07; Vol. 27 (4). Date of Electronic Publication: 2025 Apr 07.

Publication Type: Journal Article

Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101243874 Publication Model: Electronic Cited Medium: Internet ISSN: 1099-4300 (Electronic) Linking ISSN: 10994300 NLM ISO Abbreviation: Entropy (Basel) Subsets: PubMed not MEDLINE

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

Semantic aware-based instruction embedding for binary code similarity detection.

Authors: Jia, Yuhao Yu, Zhicheng Hong, Zhen

Source: PLoS ONE. 6/11/2024, Vol. 19 Issue 6, p1-20. 20p.

Subject Terms: *BINARY codes, *MALWARE, *COMPILERS (Computer programs), *FEATURE extraction, *SEMANTICS

CrossSimEmb: transformer-based embedding model for cross-compilation binary code similarity detection.

Authors: Yu, Gaoqing Huang, Wei Lyu, Jiuyang et al.

Source: Journal of Supercomputing. Oct2025, Vol. 81 Issue 15, p1-33. 33p.

Binary Code Extraction and Interface Identification for Security Applications

Authors: Dawn Song Noah M. Johnson Juan Caballero et al.

Access URL: http://www.cs.berkeley.edu/%7Edawnsong/papers/2010%20binary%20code%20extraction.pdf
https://apps.dtic.mil/dtic/tr/fulltext/u2/a538737.pdf
http://bitblaze.cs.berkeley.edu/papers/bcr_ndss10.pdf
https://www.ndss-symposium.org/ndss2010/binary-code-extraction-and-interface-identification-security-applications
https://www.cs.berkeley.edu/~dawnsong/papers/2010%20binary%20code%20extraction.pdf
http://software.imdea.org/~juanca/papers/bcr_ndss10.pdf
https://www.eecs.berkeley.edu/Pubs/TechRpts/2009/EECS-2009-133.pdf

DAHP: Deep Attention-Guided Hashing With Pairwise Labels.

Authors: Li, Xue Yu, Jiong Wang, Yongqiang et al.

Source: IEEE Transactions on Circuits & Systems for Video Technology. Mar2022, Vol. 32 Issue 3, p933-946. 14p.

Subject Terms: *PROBLEM solving, *IMAGE retrieval, BINARY codes, GENERATING functions, FEATURE extraction, CONTEXTUAL learning

cake_lpr: Verified Propagation Redundancy Checking in CakeML

Authors: Tan, Yong Kiam Heule, Marijn J. H. Myreen, Magnus

Source: Tools and Algorithms for the Construction and Analysis of Systems, TACAS, Luxembourg City, Luxembourg Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12652 LNCS:223-241

Subject Terms: linear propagation redundancy, binary code extraction

File Description: electronic

Access URL: https://research.chalmers.se/publication/527500
https://research.chalmers.se/publication/531575
https://research.chalmers.se/publication/531575/file/531575_Fulltext.pdf

BinGo: Identifying Security Patches in Binary Code with Graph Representation Learning

Authors: He, Xu Wang, Shu Feng, Pengbin et al.

Index Terms: Computer Science - Cryptography and Security, Computer Science - Software Engineering, text

URL: http://arxiv.org/abs/2312.07921

Detecting Android malware: A multimodal fusion method with fine-grained feature.

Authors: Li, Xun Liu, Lei Liu, Yuzhou et al.

Source: Information Fusion. Feb2025, Vol. 114, pN.PAG-N.PAG. 1p.

Subject Terms: *FEATURE extraction, *BINARY codes, *PROGRAMMING languages, *SOURCE code, *DEEP learning, *MULTIMODAL user interfaces

Multi-Modal Education to Improve Compliance, Knowledge Retention & Anxiety After Dental Extractions

Contributors: Tan Su Keng, Associate Prof. Dr.

Source: Integrating Multi-Modal Education to Improve Patient Compliance, Knowledge Retention, and Anxiety Reduction After Dental Extractions: A Randomized Controlled Trial
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Extraction of a binary code based on physical parameters of an integrated circuit via programming resistors

EXTRACTION OF A BINARY CODE BASED ON PHYSICAL PARAMETERS OF AN INTEGRATED CIRCUIT