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

Towards Vulnerability Injection using Artificial Intelligence

Rumo à injeção de vulnerabilidades em Python com Inteligência Artificial

Authors: Bogaerts, Frédéric Christophe Gabriel

Subject Terms: Injeção de Vulnerabilidades, Redes Neurais Recorrentes, Inteligência Artificial, Deep Learning, Análise Estática de Código Python, Vulnerability Injection, Recurrent Neural Networks, Artificial Intelligence, Static Python Code Analysis

Availability: https://hdl.handle.net/10316/103014

Evaluating Python Static Code Analysis Tools Using FAIR Principles

Authors: Hassan Bapeer Hassan Qusay Idrees Sarhan Arpad Beszedes

Source: IEEE Access, Vol 12, Pp 173647-173659 (2024)

Subject Terms: FAIR principles, IoT, python, software quality, static code analysis, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10758651/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/e2009f2e1b79423fb89e96c292f8c36a

A Study of Large Language Models in Detecting Python Code Violations

Authors: Hekar A. Mohammed Salih Qusay I. Sarhan

Source: ARO-The Scientific Journal of Koya University, Vol 13, Iss 2 (2025)

Subject Terms: Large language models, Software metrics, Software quality, Static code analysis, Technology, Science

File Description: electronic resource

Relation: https://aro.koyauniversity.org/index.php/aro/article/view/2395; https://doaj.org/toc/2410-9355; https://doaj.org/toc/2307-549X

Access URL: https://doaj.org/article/a66cf05353b54e19a03b46c0b089d1fc

DEVELOPMENT OF GRAPH GENERATION TOOLS FOR PYTHON FUNCTION CODE ANALYSIS

Authors: Bayu Samodra Vebby Amelya Nora Fitra Arifiansyah et al.

Source: JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer). 10:690-697

Static Analysis of Corpus of Source Codes of Python Applications.

Authors: Kapustin, D. A. Shvyrov, V. V. Shulika, T. I.

Source: Programming & Computer Software. Aug2023, Vol. 49 Issue 4, p302-309. 8p.

Subject Terms: *SOURCE code, *PYTHONS, *PYTHON programming language, *CORPORA, *ROBBERS

Leveraging Static Analysis for Feedback-Driven Security Patching in LLM-Generated Code.

Authors: Alrashedy, Kamel Aljasser, Abdullah Tambwekar, Pradyumna et al.

Source: Journal of Cybersecurity & Privacy; Dec2025, Vol. 5 Issue 4, p110, 29p

Subject Terms: COMPUTER security vulnerabilities, LANGUAGE models, PROGRAM transformation, BENCHMARK problems (Computer science), SOFTWARE maintenance, SOURCE code

A Static Analysis Approach for Detecting Array Shape Errors in Python.

Authors: YUNG YU ZHUANG CHIEN-WEN KAO WEI-HSIN YEN

Source: Journal of Information Science & Engineering. Jan2025, Vol. 41 Issue 1, p97-119. 23p.

Subject Terms: Computational linguistics, Human error, Machine learning, Labor costs, Pythons, Python programming language, Deep learning

Exploring the relation between source code commit information and SonarQube issues.

Authors: Berciu, Liviu-Marian Motogna, Simona Picus, Oskar et al.

Source: Procedia Computer Science. 2025, Vol. 270, p841-850. 10p.

Subject Terms: Computer software quality control, Best practices, Source code, Python programming language, Software refactoring

Static Code Analysis for IoT Security: A Systematic Literature Review.

Authors: Gomes, Diego Felix, Eduardo Aires, Fernando et al.

Source: ACM Computing Surveys; Mar2026, Vol. 58 Issue 3, p1-47, 47p

Subject Terms: INTERNET of things, PENETRATION testing (Computer security), BIBLIOGRAPHY

Comparative Analysis of AI Models for Python Code Generation: A HumanEval Benchmark Study.

Authors: Bayram, Ali Menekse Dalveren, Gonca Gokce Derawi, Mohammad

Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p9907, 17p

Subject Terms: ARTIFICIAL intelligence, PYTHON programming language, COMPARATIVE studies, EVALUATION methodology, BENCHMARK problems (Computer science), GENERATIVE pre-trained transformers, MACHINE learning, COMPUTER software development

Security Evaluation of AI-Generated Code: A Comparative Study of ChatGPT, Copilot, And Gemini through Static and Dynamic Analysis.

Authors: Ceran, Onur

Source: Gazi Journal of Engineering Sciences (GJES) / Gazi Mühendislik Bilimleri Dergisi; Aug2025, Vol. 11 Issue 2, p304-320, 17p

Subject Terms: GENERATIVE artificial intelligence, COMPUTER software security, CHATGPT, COMPUTER software development, WEB-based user interfaces

A Large-Scale Collection Of (Non-)Actionable Static Code Analysis Reports.

Authors: Kószó, Dávid Aladics, Tamás Ferenc, Rudolf et al.

Source: Scientific Data; 11/28/2025, Vol. 12 Issue 1, p1-10, 10p

Subject Terms: JAVA programming language, WARNINGS, ACQUISITION of data, COMPUTER software quality control, COGNITIVE load, MACHINE learning

A Systematic Survey on Large Language Models for Static Code Analysis.

Authors: Mohammed Salih, Hekar A. Sarhan, Qusay I.

Source: ARO: The Scientific Journal of Koya University; 2025, Vol. 13 Issue 1, p251-265, 15p

Subject Terms: LANGUAGE models, ARTIFICIAL intelligence, SOFTWARE measurement, COMPUTER software quality control, EVIDENCE gaps

Programming models to support data science workflows

Authors: Ramón-Cortés Vilarrodona, Cristián

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Badia Sala, Rosa M. (Rosa Maria), Ejarque Artigas, Jorge

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Distributed computing, High-performance computing, Data science pipelines, Task-ba workflows, Dataflows, Containers (Computer sicience), COMPSs, PyCOMPSs, AutoParallel, Docker, Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/669728
https://dx.doi.org/10.5821/dissertation-2117-330142

Generative AI for Geospatial Analysis: Fine-Tuning ChatGPT to Convert Natural Language into Python-Based Geospatial Computations.

Authors: Sherman, Zachary Sharma Dulal, Sandesh Cho, Jin-Hee et al.

Source: ISPRS International Journal of Geo-Information; Aug2025, Vol. 14 Issue 8, p314, 21p

Subject Terms: GEOSPATIAL data, LANGUAGE models, PYTHON programming language, GENERATIVE artificial intelligence, GEODATABASES, CHATGPT, SMART cities

Company/Entity: OPENAI Inc.

DEVELOPMENT OF GRAPH GENERATION TOOLS FOR PYTHON FUNCTION CODE ANALYSIS

Authors: Samodra, Bayu Nora, Vebby Amelya Arifiansyah, Fitra et al.

Source: JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer); Vol. 10 No. 3 (2025): JITK Issue February 2025; 690-697 ; 2527-4864 ; 2685-8223 ; 10.33480/jitk.v10i3

Subject Terms: abstract syntax tree, control flow graph, graphviz, python, SDLC

File Description: application/pdf

Relation: https://ejournal.nusamandiri.ac.id/index.php/jitk/article/view/6177/1353; https://ejournal.nusamandiri.ac.id/index.php/jitk/article/view/6177

Availability: https://ejournal.nusamandiri.ac.id/index.php/jitk/article/view/6177

PyAnalyzer: An Effective and Practical Approach for Dependency Extraction from Python Code.

Authors: Jin, Wuxia Xu, Shuo Chen, Dawei et al.

Source: ICSE: International Conference on Software Engineering; 2024, p1-12, 12p

Subject Terms: PYTHON programming language, DYLAN (Computer program language), RECALL (Information retrieval), PRECISION (Information retrieval), SOFTWARE engineering

Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning

Authors: Zhao, Wenting Abdelaziz, Ibrahim Dolby, Julian et al.

Index Terms: Computer Science - Programming Languages, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2301.05108

Static Analysis for AWS Best Practices in Python Code

Authors: Rajdeep Mukherjee and Omer Tripp and Ben Liblit and Michael Wilson Mukherjee, Rajdeep Tripp, Omer et al.

Index Terms: Python, Type inference, AWS, Cloud, Boto3, Best practices, Static analysis, InProceedings, Text, doc-type:ResearchArticle, publishedVersion

URL: https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ECOOP.2022.14
Is Part Of LIPIcs, Volume 222, 36th European Conference on Object-Oriented Programming (ECOOP 2022)

Static Analysis for AWS Best Practices in Python Code

Authors: Mukherjee, Rajdeep Tripp, Omer Liblit, Ben et al.

Index Terms: Computer Science - Programming Languages, Computer Science - Formal Languages and Automata Theory, Computer Science - Logic in Computer Science, text

URL: http://arxiv.org/abs/2205.04432