Claudio Ferretti

About Claudio Ferretti

Claudio Ferretti, With an exceptional h-index of 16 and a recent h-index of 8 (since 2020), a distinguished researcher at Università degli Studi di Milano-Bicocca, specializes in the field of computational models, computer security, open source software.

His recent articles reflect a diverse array of research interests and contributions to the field:

Naturalness in Source Code Summarization. How Significant is it?

Exploring Neural Dynamics in Source Code Processing Domain

Evolutionary Approaches for Adversarial Attacks on Neural Source Code Classifiers

Do Neural Transformers Learn Human-Defined Concepts? An Extensive Study in Source Code Processing Domain

A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers

Towards the evolutionary assessment of neural transformers trained on source code

Integrating Grammatical Evolution with Neural Fitness Functions

Deceiving neural source code classifiers: finding adversarial examples with grammatical evolution

Claudio Ferretti Information

University

Position

Associated Professor of Computer Science

Citations(all)

1208

Citations(since 2020)

453

Cited By

896

hIndex(all)

16

hIndex(since 2020)

8

i10Index(all)

24

i10Index(since 2020)

6

Email

University Profile Page

Università degli Studi di Milano-Bicocca

Google Scholar

View Google Scholar Profile

Claudio Ferretti Skills & Research Interests

computational models

computer security

open source software

Top articles of Claudio Ferretti

Title

Journal

Author(s)

Publication Date

Naturalness in Source Code Summarization. How Significant is it?

Claudio Ferretti

Martina Saletta

2023/5/15

Exploring Neural Dynamics in Source Code Processing Domain

Information

Martina Saletta

Claudio Ferretti

2023/4/21

Evolutionary Approaches for Adversarial Attacks on Neural Source Code Classifiers

Algorithms

Valeria Mercuri

Martina Saletta

Claudio Ferretti

2023/10/12

Do Neural Transformers Learn Human-Defined Concepts? An Extensive Study in Source Code Processing Domain

Algorithms

Claudio Ferretti

Martina Saletta

2022/11/29

A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers

Martina Saletta

Claudio Ferretti

2022/7/18

Towards the evolutionary assessment of neural transformers trained on source code

Martina Saletta

Claudio Ferretti

2022/7/9

Integrating Grammatical Evolution with Neural Fitness Functions

Claudio Ferretti

Martina Saletta

2021/11/30

Deceiving neural source code classifiers: finding adversarial examples with grammatical evolution

Claudio Ferretti

Martina Saletta

2021/7/7

Mining Program Properties From Neural Networks Trained on Source Code Embeddings

arXiv preprint arXiv:2103.05442

Martina Saletta

Claudio Ferretti

2021/3/9

CNN-based prostate zonal segmentation on T2-weighted MR images: a cross-dataset study

Neural Approaches to Dynamics of Signal Exchanges

Leonardo Rundo

Changhee Han

Jin Zhang

Ryuichiro Hataya

Yudai Nagano

...

2020

The many roads to the simulation of reaction systems

Fundamenta Informaticae

Claudio Ferretti

Alberto Leporati

Luca Manzoni

Antonio E Porreca

2020/1/1

Analysing Features Learned Using Unsupervised Models on Program Embeddings

Martina Saletta

Claudio Ferretti

2020/10/2

A neural embedding for source code: Security analysis and cwe lists

Martina Saletta

Claudio Ferretti

2020/8/17

See List of Professors in Claudio Ferretti University(Università degli Studi di Milano-Bicocca)

Co-Authors

H-index: 63
Mario J. Pérez-Jiménez

Mario J. Pérez-Jiménez

Universidad de Sevilla

H-index: 50
Giancarlo Mauri

Giancarlo Mauri

Università degli Studi di Milano-Bicocca

H-index: 39
Yasubumi Sakakibara

Yasubumi Sakakibara

Keio University

H-index: 32
Paolo Napoletano

Paolo Napoletano

Università degli Studi di Milano-Bicocca

H-index: 27
Alberto Leporati

Alberto Leporati

Università degli Studi di Milano-Bicocca

H-index: 27
Daniela Besozzi

Daniela Besozzi

Università degli Studi di Milano-Bicocca

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