Search Results - (static OR statni) python code analysis*

Evaluating Python Static Code Analysis Tools Using FAIR Principles by Hassan, Hassan Bapeer, Sarhan, Qusay Idrees, Beszedes, Arpad

“…The quality of modern software relies heavily on the effective use of static code analysis tools…”
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Code Analysis with Static Application Security Testing for Python Program by Ma, Li, Yang, Huihong, Xu, Jianxiong, Yang, Zexian, Lao, Qidi, Yuan, Dong

“…With the increasing popularity of Python for project development, code security and quality have become severe issues for the past few years…”
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Static Analysis of Corpus of Source Codes of Python Applications by Kapustin, D. A., Shvyrov, V. V., Shulika, T. I.

“…A static analysis method is one of the popular methods of software code analysis…”
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Declarative static analysis for multilingual programs using CodeQL by Youn, Dongjun, Lee, Sungho, Ryu, Sukyoung

“…Summary Declarative static program analysis has become one of the widely‐used program analysis techniques…”
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Principled and practical static analysis for Python: Weakest precondition inference of hyperparameter constraints by Rak‐amnouykit, Ingkarat, Milanova, Ana, Baudart, Guillaume, Hirzel, Martin, Dolby, Julian

“…‐precondition analysis for Python to extract inter‐argument constraints. The analysis is mostly static, but to make it tractable for typical Python idioms, it selectively switches to the concrete domain for some cases…”
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Static analysis driven enhancements for comprehension in machine learning notebooks by Venkatesh, Ashwin Prasad Shivarpatna, Sabu, Samkutty, Chekkapalli, Mouli, Wang, Jiawei, Li, Li, Bodden, Eric

“…Jupyter notebooks have emerged as the predominant tool for data scientists to develop and share machine learning solutions, primarily using Python as the programming language…”
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Detecting and Explaining Python Name Errors by Wang, Jiawei, Li, Li, Liu, Kui, Du, Xiaoning

“… To fill this gap, we propose in this work a static analysis-based approach called DENE (short for Detecting and Explaining Name Errors…”
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VUDENC: Vulnerability Detection with Deep Learning on a Natural Codebase for Python by Wartschinski, Laura, Noller, Yannic, Vogel, Thomas, Kehrer, Timo, Grunske, Lars

“…Identifying potential vulnerable code is important to improve the security of our software systems…”
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Generative Type Inference for Python by Peng, Yun, Wang, Chaozheng, Wang, Wenxuan, Gao, Cuiyun, Lyu, Michael R.

“…Python is a popular dynamic programming language, evidenced by its ranking as the second most commonly used language on GitHub…”
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Methods and Benchmark for Detecting Cryptographic API Misuses in Python by Frantz, Miles, Xiao, Ya, Pias, Tanmoy Sarkar, Meng, Na, Yao, Danfeng

“… The current static code analysis tools for Python are unable to scan the increasing complexity of the source code…”
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KG4Py: A toolkit for generating Python knowledge graph and code semantic search by Liang, Lu, Li, Yong, Wen, Ming, Liu, Ying

“… In KG4Py, we remove all duplicate files in 317 K Python files and perform static code analyses of these files by using a concrete syntax tree (CST…”
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CryptoPyt: Unraveling Python Cryptographic APIs Misuse with Precise Static Taint Analysis by Guo, Xiangxin, Jia, Shijie, Lin, Jingqiang, Ma, Yuan, Zheng, Fangyu, Li, Guangzheng, Xu, Bowen, Cheng, Yueqiang, Ji, Kailiang

“… Based on PCAST, we design and implement CryptoPyt, a static code analysis tool that leverages precise taint analysis and 17 cryptographic misuse rules to automatically…”
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A Comprehensive Review of Static Memory Analysis by Akinyemi, Temidayo, Solomon, Enoch, Woubie, Abraham, Lippert, Kari

“…This review aims to evaluate and compare various static analysis tools across multiple programming languages for memory management…”
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A Python-based integrated time domain analysis method for floating wind turbines by Dong, Li, Wang, Zhidong, Fan, Zhongyao, Shui, Yidi, Shao, Wenxi, Cheng, Zhengshun, Chen, Peng

“…Integrated analysis and design optimization of floating wind turbines (FWT) is vital for cost reduction and efficiency enhancement…”
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Analysing Software Quality of AI-Translated Code: A Comparative Study of Large Language Models Using Static Analysis by Bhutani, Vikram, Toosi, Farshad Ghassemi, Buckley, Jim

“…Context: Source code translation enables cross-platform compatibility, code reusability, legacy system migration, and developer collaboration…”
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Towards Effective Static Type-Error Detection for Python by Oh, Wonseok, Oh, Hakjoo

“… This empirical investigation revealed four key static-analysis features that are crucial for the effective detection of Python type errors in practice…”
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Code2graph: Automatic Generation of Static Call Graphs for Python Source Code by Gharibi, Gharib, Tripathi, Rashmi, Lee, Yugyung

“… However, there is a lack of software tools that can automatically analyze the Python source-code and construct its static call graph…”
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Multidisciplinary analysis and structural optimization for the aeroelastic sizing of a UAV wing using open-source code integration by Benaouali, Abdelkader, Boutemedjet, Abdelwahid

“…) wing that takes into account the aeroelasticity effects through a fluid–structure interaction analysis…”
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SecureQwen: Leveraging LLMs for vulnerability detection in python codebases by Mechri, Abdechakour, Ferrag, Mohamed Amine, Debbah, Merouane

“…Identifying vulnerabilities in software code is crucial for ensuring the security of modern systems…”
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galpy: A python LIBRARY FOR GALACTIC DYNAMICS by Bovy, Jo

“…I describe the design, implementation, and usage of galpy, a python package for galactic-dynamics calculations…”
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