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Davide Di Ruscio

affiliation not provided to SSRN

SCHOLARLY PAPERS

11

DOWNLOADS

642

TOTAL CITATIONS

4

Scholarly Papers (11)

1.

Agentware in Software Engineering: A Taxonomy for Leveraging Llms-Based Multi-Agent Systems

Number of pages: 48 Posted: 28 May 2025
Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and Mälardalen University
Downloads 171 (440,151)

Abstract:

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Large Language Models, LLMs-based Multi Agent Systems, software engineering

2.

Assessing the Quality of Low-Code and MDE Platforms for Engineering IoT Systems

22nd IEEE International Conference on Software Quality, Reliability, and Security (QRS22) (2022)
Number of pages: 12 Posted: 10 Dec 2022
University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 89 (747,755)

Abstract:

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Software quality, Low-code Development platforms, Model-driven Engineering, Internet of Things

3.

Are They a Silver Bullet? On the Ability of Llms To Detect Malicious Code in Pypi Packages

Number of pages: 40 Posted: 17 Apr 2025
Muhammad Umar Zeshan, Phuong T. Nguyen and Davide Di Ruscio
affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and affiliation not provided to SSRN
Downloads 86 (765,566)

Abstract:

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Large Language Models (LLMs), Malicious Code Detection, Software Security, Zero-shot Learning, Few-shot Learning

4.

Towards Early Detection of Algorithmic Bias from Dataset's Bias Symptoms: An Empirical Study

Number of pages: 39 Posted: 18 Feb 2025
affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 80 (803,225)

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Fairness Detection, Bias Symptoms, Empirical Study, Software Fairness

5.

Hybridrec: A Recommender System for Tagging Github Repositories

Number of pages: 49 Posted: 16 Dec 2021
affiliation not provided to SSRN, affiliation not provided to SSRN, Johannes Kepler University Linz, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and Mälardalen University
Downloads 61 (951,658)
Citation 3

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Recommender systems, Github topics recommendations, Collaborative-Filtering techniques, Naïve Bayesian Network

6.

Gitranking: A Ranking of Github Topics for Software Classification Using Active Sampling

Number of pages: 61 Posted: 05 Aug 2022
affiliation not provided to SSRN, University of Groningen, Johannes Kepler University Linz, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 50 (1,074,648)
Citation 1

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Software Classification, Active Sampling, Taxonomy, GitHub

7.

Binary and Multi-Class Classification of Self-Admitted Technical Debt: How Far Can We Go?

Number of pages: 35 Posted: 08 Apr 2025
University of Milan-Bicocca, affiliation not provided to SSRN, affiliation not provided to SSRN, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics and affiliation not provided to SSRN
Downloads 43 (1,145,425)

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Self-Admitted Technical Debt, NLP techniques, Neural Networks, Large Language Models

8.

On the Gap Between Declarative Vulnerability Knowledge and Secure Code Generation in Large Language Models

Number of pages: 45 Posted: 17 May 2026
Hanoi University of Science and Technology, affiliation not provided to SSRN, Hanoi University of Science and Technology, University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics, affiliation not provided to SSRN and University of Sannio
Downloads 19 (1,470,786)

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Large language models, Data Contamination, Memorization, CWE

9.

Assessing Fairness Fragility in ML-Enabled Systems via Mutation-Based Dataset Stress Testing

Number of pages: 28 Posted: 07 May 2026
University of Salerno, University of Salerno, affiliation not provided to SSRN, Johannes Kepler University Linz, affiliation not provided to SSRN, affiliation not provided to SSRN, Tilburg University and University of Salerno
Downloads 19 (1,459,862)

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Machine Learning Fairness, Software Engineering for Artificial Intelligence, Empirical Software Engineering

10.

Walking on Thin Ice?: Defending RAG-based Code Recommender Systems Against Poisoning Attacks

Number of pages: 39 Posted: 07 Feb 2026
University of L'Aquila - Department of Information Engineering, Computer Science and Mathematics, Hanoi University of Science and Technology, Hanoi University of Science and Technology, Hanoi University of Science and Technology, affiliation not provided to SSRN and University of Sannio
Downloads 17 (1,481,165)

Abstract:

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Large language models, Retrieval-augmented generation, Adversarial attacks.

11.

Energy-Aware Prompt Engineering for Large Language Models: An Empirical Study on Software Engineering Tasks

Number of pages: 56 Posted: 01 Jun 2026
Riccardo Rubei and Davide Di Ruscio
Mälardalen University and affiliation not provided to SSRN
Downloads 7 (1,571,455)

Abstract:

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Energy analysis, performances, Generative AI, large language models