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Vector code differences and similarities
Behavioral and Brain Sciences, 1998Edelman suggests that any shape is encoded by an excitation vector with components corresponding to excitations of corresponding neuronal modules. This results in discrimination of stimuli in a shape space of low dimensionality. Similar vector encoding is present in color vision.
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Similarity Metrics for Code Reuse
2020Most new software includes code that has been used before. Code that is later found to be vulnerable may exist in multiple software applications, but discovering all software containing the vulnerable code is difficult. In the same way, malicious code may resurface in new software.
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PPP-Codes for Large-Scale Similarity Searching
2016Many current applications need to organize data with respect to mutual similarity between data objects. Ai??typical general strategy to retrieve objects similar to a given sample is to access and then refine a candidate set of objects. We propose an indexing and search technique that can significantly reduce the candidate set size by combination of ...
David Novak, Pavel Zezula
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Automating Modern Code Review Processes with Code Similarity Measurement
Information and Software Technology, 2023Yusuf Kartal +2 more
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2008
We propose a detection method for plagiarised source code in programs written by students. The purpose of this work is to present state of-the-art solutions, evaluate them and then construct a new method for detection of plagiarism in source code. Method constructed uses the ideas and data representation found in text mining. Every program is presented
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We propose a detection method for plagiarised source code in programs written by students. The purpose of this work is to present state of-the-art solutions, evaluate them and then construct a new method for detection of plagiarism in source code. Method constructed uses the ideas and data representation found in text mining. Every program is presented
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BinDeep: A deep learning approach to binary code similarity detection
Expert Systems With Applications, 2021Changzhen Hu +2 more
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Codeformer: A GNN-Nested Transformer Model for Binary Code Similarity Detection
Electronics (Switzerland), 2023Xin Zhou, Jianmin Pang, Wenfu Liu
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VDSimilar: Vulnerability detection based on code similarity of vulnerabilities and patches
Computers and Security, 2021Zhenquan Ding, Lei Cui, Jiancong Cui
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Fine-grained Similarity Matching with a Similarity Filtration Pyramid for Code Search
2023 International Joint Conference on Neural Networks (IJCNN), 2023Cong Tan, Shun Yang
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