Results 41 to 50 of about 12,701,026 (316)
DETECTION OF SOURCE CODE IN INTERNET TEXTS USING AUTOMATICALLY GENERATED MACHINE LEARNING MODELS [PDF]
Applied Computer Science, 2022 In the paper, the authors are presenting the outcome of web scraping software allowing for the automated classification of source code. The software system was prepared for a discussion forum for software developers to find fragments of source code ...
Marcin BADUROWICZ
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Eye movements in code reading:relaxing the linear order [PDF]
, 2015 —Code reading is an important skill in programming. Inspired by the linearity that people exhibit while natural lan-guage text reading, we designed local and global gaze-based mea-sures to characterize linearity (left-to-right and top-to-bottom) in ...
Bednarik, Roman +7 more
core +2 more sources
Semantic Robustness of Models of Source Code [PDF]
IEEE International Conference on Software Analysis, Evolution, and Reengineering, 2020 Deep neural networks are vulnerable to adversarial examples-small input perturbations that result in incorrect predictions. We study this problem for models of source code, where we want the neural network to be robust to source-code modifications that ...
Goutham Ramakrishnan +5 more
semanticscholar +1 more source
Social Development & Security, 2022 The issues of possibility of application of the code reuse mechanism in the process of designing and developing software of knowledge-oriented systems have been considered.
Serhii Osiievskyi +5 more
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Automated Vulnerability Detection in Source Code Using Deep Representation Learning [PDF]
International Conference on Machine Learning and Applications, 2018 Increasing numbers of software vulnerabilities are discovered every year whether they are reported publicly or discovered internally in proprietary code.
Rebecca L. Russell +7 more
semanticscholar +1 more source
Bi-LSTM-Based Neural Source Code Summarization
Applied Sciences, 2022 Code summarization is a task that is often employed by software developers for fixing code or reusing code. Software documentation is essential when it comes to software maintenance. The highest cost in software development goes to maintenance because of
Sarah Aljumah, Lamia Berriche
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Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series
Remote Sensing, 2020 Land Surface Temperature (LST) is increasingly important for various studies assessing land surface conditions, e.g., studies of urban climate, evapotranspiration, and vegetation stress.
S. Ermida +4 more
semanticscholar +1 more source
Identifying Plagiarised Programming Assignments with Detection Tool Consensus
Informatics in Education, 2023 Source code plagiarism is a common occurrence in undergraduate computer science education. Many source code plagiarism detection tools have been proposed to address this problem. However, most of these tools only measure the similarity between assignment
Hayden Cheers, Yuqing Lin, Weigen Yan
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A Lightweight Assisted Vulnerability Discovery Method Using Deep Neural Networks
IEEE Access, 2019 Thousands of vulnerabilities are discovered in programs every day, which is extremely harmful to software security. Thus, discovering vulnerabilities in projects has become a central issue.
Runhao Li +3 more
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Collecting Vulnerable Source Code from Open-Source Repositories for Dataset Generation
Applied Sciences, 2020 Different Machine Learning techniques to detect software vulnerabilities have emerged in scientific and industrial scenarios. Different actors in these scenarios aim to develop algorithms for predicting security threats without requiring human ...
Razvan Raducu +3 more
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