35 citations · 48 across the 14 of their papers we have counts for
14 papers
Simplicity by Obfuscation: Evaluating LLM-Driven Code Transformation with Semantic Elasticity
Lorenzo De Tomasi, Claudio Di Sipio, Antinisca Di Marco +1
Code obfuscation is the conversion of original source code into a functionally equivalent but less readable form, aiming to prevent reverse engineering and intellectual property th…
Detecting Malicious Source Code in PyPI Packages with LLMs: Does RAG Come in Handy?
Motunrayo Ibiyo, Thinakone Louangdy, Phuong T. Nguyen +2
Malicious software packages in open-source ecosystems, such as PyPI, pose growing security risks. Unlike traditional vulnerabilities, these packages are intentionally designed to d…
Towards Synthetic Trace Generation of Modeling Operations using In-Context Learning Approach
Vittoriano Muttillo, Claudio Di Sipio, Riccardo Rubei +2
Producing accurate software models is crucial in model-driven software engineering (MDE). However, modeling complex systems is an error-prone task that requires deep application do…
Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio +3
In the GitHub ecosystem, workflows are used as an effective means to automate development tasks and to set up a Continuous Integration and Delivery (CI/CD pipeline). GitHub Actions…
Automated categorization of pre-trained models for software engineering: A case study with a Hugging Face dataset
Claudio Di Sipio, Riccardo Rubei, Juri Di Rocco +2
Software engineering (SE) activities have been revolutionized by the advent of pre-trained models (PTMs), defined as large machine learning (ML) models that can be fine-tuned to pe…
How fair are we? From conceptualization to automated assessment of fairness definitions
Giordano d'Aloisio, Claudio Di Sipio, Antinisca Di Marco +1
Fairness is a critical concept in ethics and social domains, but it is also a challenging property to engineer in software systems. With the increasing use of machine learning in s…
PlayMyData: a curated dataset of multi-platform video games
Andrea D'Angelo, Claudio Di Sipio, Cristiano Politowski +1
Being predominant in digital entertainment for decades, video games have been recognized as valuable software artifacts by the software engineering (SE) community just recently. Su…
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code
Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio +1
Motivated by recent work on lifelong learning applications for language models (LMs) of code, we introduce CodeLL, a lifelong learning dataset focused on code changes. Our contribu…
ResyDuo: Combining data models and CF-based recommender systems to develop Arduino projects
Juri Di Rocco, Claudio Di Sipio
While specifying an IoT-based system, software developers have to face a set of challenges, spanning from selecting the hardware components to writing the actual source code. Even…
Is this Snippet Written by ChatGPT? An Empirical Study with a CodeBERT-Based Classifier
Phuong T. Nguyen, Juri Di Rocco, Claudio Di Sipio +3
Since its launch in November 2022, ChatGPT has gained popularity among users, especially programmers who use it as a tool to solve development problems. However, while offering a p…
Dealing with Popularity Bias in Recommender Systems for Third-party Libraries: How far Are We?
Phuong T. Nguyen, Riccardo Rubei, Juri Di Rocco +3
Recommender systems for software engineering (RSSEs) assist software engineers in dealing with a growing information overload when discerning alternative development solutions. Whi…
GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling
Cezar Sas, Andrea Capiluppi, Claudio Di Sipio +2
GitHub is the world's largest host of source code, with more than 150M repositories. However, most of these repositories are not labeled or inadequately so, making it harder for us…
Providing Upgrade Plans for Third-party Libraries: A Recommender System using Migration Graphs
Riccardo Rubei, Davide Di Ruscio, Claudio Di Sipio +2
During the development of a software project, developers often need to upgrade third-party libraries (TPLs), aiming to keep their code up-to-date with the newest functionalities of…
Development of recommendation systems for software engineering: the CROSSMINER experience
Juri Di Rocco, Davide Di Ruscio, Claudio Di Sipio +2
To perform their daily tasks, developers intensively make use of existing resources by consulting open-source software (OSS) repositories. Such platforms contain rich data sources,…