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Unleashing the power of pseudo-code for binary code similarity analysis
Cybersecurity, 2022 Code similarity analysis has become more popular due to its significant applicantions, including vulnerability detection, malware detection, and patch analysis. Since the source code of the software is difficult to obtain under most circumstances, binary-
Weiwei Zhang +3 more
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Explanation in Code Similarity Investigation [PDF]
IEEE Access, 2021 When using code similarity detection to uncover code plagiarism and collusion, the marker needs to determine whether any detected similarities might be the result of coincidence.
Oscar Karnalim, Simon
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Code Similarity Prediction Model for Industrial Management Features Based on Graph Neural Networks [PDF]
EntropyThe code of industrial management software typically features few system API calls and a high number of customized variables and structures. This makes the similarity of such codes difficult to compute using text features or traditional neural network ...
Zhenhao Li +3 more
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A comparison of code similarity analysers [PDF]
Empirical Software Engineering, 2017 Copying and pasting of source code is a common activity in software engineering. Often, the code is not copied as it is and it may be modified for various purposes; e.g. refactoring, bug fixing, or even software plagiarism. These code modifications could affect the performance of code similarity analysers including code clone and plagiarism detectors ...
Chaiyong Ragkhitwetsagul +2 more
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Scalable Source Code Similarity Detection in Large Code Repositories [PDF]
EAI Endorsed Transactions on Scalable Information Systems, 2019 Source code similarity are increasingly used in application development to identify clones, isolate bugs, and find copy-rights violations. Similar code fragments can be very problematic due to the fact that errors in the original code must be fixed in ...
Firas Alomari, Muhammed Harbi
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A Source Code Similarity Based on Siamese Neural Network
Applied Sciences, 2020 Finding similar code snippets is a fundamental task in the field of software engineering. Several approaches have been proposed for this task by using statistical language model which focuses on syntax and structure of codes rather than deep semantic ...
Chunli Xie +3 more
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Review of Code Similarity and Plagiarism Detection Research Studies
Applied Sciences, 2023 The foundational technique of code similarity detection, which underpins plagiarism detection tools, has already reached a level of maturity where it can be effectively employed for practical applications, demonstrating commendable performance.
Gunwoo Lee +4 more
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Big Data and Cognitive ComputingAs Large Language Models (LLMs) continue to advance, their capabilities in code clone detection have garnered significant attention. While much research has assessed LLM performance on human-generated code, the proliferation of LLM-generated code raises ...
Zixian Zhang, Takfarinas Saber
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Code Comments: A Way of Identifying Similarities in the Source Code
MathematicsThis study investigates whether analyzing the code comments available in the source code can effectively reveal functional similarities within software.
Rares Folea, Emil Slusanschi
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A Survey of Binary Code Similarity [PDF]
ACM Computing Surveys, 2021 Binary code similarityapproaches compare two or more pieces of binary code to identify their similarities and differences. The ability to compare binary code enables many real-world applications on scenarios where source code may not be available such as patch analysis, bug search, and malware detection and analysis.
Irfan Ul Haq, Juan Caballero
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