Giorgio Giacinto

About Giorgio Giacinto

Giorgio Giacinto, With an exceptional h-index of 53 and a recent h-index of 35 (since 2020), a distinguished researcher at Università degli Studi di Cagliari, specializes in the field of cybersecurity, machine learning, malware analysis.

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

Enhancing android malware detection explainability through function call graph APIs

Improving malware detection with explainable machine learning

Can you See me? On the Visibility of NOPs against Android Malware Detectors

AI Generated Music Using Speech Emotion Recognition

Special Issue “AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection”

AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection

A Targeted Assessment of Cross-Site Scripting Detection Tools

A longitudinal study of cryptographic API: A decade of android malware

Giorgio Giacinto Information

University

Position

Professor

Citations(all)

11791

Citations(since 2020)

5700

Cited By

8498

hIndex(all)

53

hIndex(since 2020)

35

i10Index(all)

105

i10Index(since 2020)

66

Email

University Profile Page

Università degli Studi di Cagliari

Google Scholar

View Google Scholar Profile

Giorgio Giacinto Skills & Research Interests

cybersecurity

machine learning

malware analysis

Top articles of Giorgio Giacinto

Title

Journal

Author(s)

Publication Date

Enhancing android malware detection explainability through function call graph APIs

Journal of Information Security and Applications

Diego Soi

Alessandro Sanna

Davide Maiorca

Giorgio Giacinto

2024/2/1

Improving malware detection with explainable machine learning

Michele Scalas

Konrad Rieck

Giorgio Giacinto

2023/1/1

Can you See me? On the Visibility of NOPs against Android Malware Detectors

arXiv preprint arXiv:2312.17356

Diego Soi

Davide Maiorca

Giorgio Giacinto

Harel Berger

2023/12/28

AI Generated Music Using Speech Emotion Recognition

Roberto Murru

Jonas Krug

Tom Schmid

Garri Steba

Giorgio Giacinto

...

2023/11/22

Special Issue “AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection”

Francesco Bergadano

Giorgio Giacinto

2023/7/7

AI for Cybersecurity: Robust models for Authentication, Threat and Anomaly Detection

ALGORITHMS

Francesco Bergadano

Giorgio Giacinto

2023

A Targeted Assessment of Cross-Site Scripting Detection Tools

CEUR WORKSHOP PROCEEDINGS

Bruno Pala

Lorenzo Pisu

SILVIA LUCIA Sanna

Davide Maiorca

Giorgio Giacinto

2023

A longitudinal study of cryptographic API: A decade of android malware

arXiv preprint arXiv:2205.05573

Adam Janovsky

Davide Maiorca

Dominik Macko

Vashek Matyas

Giorgio Giacinto

2022/5/11

Do gradient-based explanations tell anything about adversarial robustness to android malware?

Int’l Journal of Machine Learning and Cybernetics

Marco Melis

Michele Scalas

Ambra Demontis

Davide Maiorca

Battista Biggio

...

2022

Reach Me if You Can: On Native Vulnerability Reachability in Android Apps

Luca Borzacchiello

Emilio Coppa

Davide Maiorca

Andrea Columbu

Camil Demetrescu

...

2022/9/24

Explaining the Use of Cryptographic API in Android Malware

Adam Janovsky

Davide Maiorca

Dominik Macko

Vashek Matyas

Giorgio Giacinto

2022/7/11

Detection of Intrusions and Malware, and Vulnerability Assessment: 19th International Conference, DIMVA 2022, Cagliari, Italy, June 29–July 1, 2022, Proceedings

Clémentine Maurice

Leyla Bilge

Gianluca Stringhini

Nuno Neves

2020

Effective Call Graph Fingerprinting for the Analysis and Classification of Windows Malware

Francesco Meloni

Alessandro Sanna

Davide Maiorca

Giorgio Giacinto

2022/6/24

Powerdecode: a powershell script decoder dedicated to malware analysis

Giuseppe Mario Malandrone

Virdis Giovanni

Giorgio Giacinto

Davide Maiorca

2021

Explanation-driven characterization of android ransomware

Michele Scalas

Konrad Rieck

Giorgio Giacinto

2021

Convolutional neural networks for relevance feedback in content based image retrieval: A Content based image retrieval system that exploits convolutional neural networks both …

Multimedia Tools and Applications

Lorenzo Putzu

Luca Piras

Giorgio Giacinto

2020/10

On the feasibility of adversarial sample creation using the android system api

Information

Fabrizio Cara

Michele Scalas

Giorgio Giacinto

Davide Maiorca

2020/9/10

Defensive Programming for Smart Home Cybersecurity

Maria Teresa Rossi

Renan Greca

Ludovico Iovino

Giorgio Giacinto

Antonia Bertoli

2020/9/7

Adversarial detection of flash malware: Limitations and open issues

Computers & Security

Davide Maiorca

Ambra Demontis

Battista Biggio

Fabio Roli

Giorgio Giacinto

2020/5/26

On the role of explainable machine learning for secure smart vehicles

Michele Scalas

Giorgio Giacinto

2020/11/18

See List of Professors in Giorgio Giacinto University(Università degli Studi di Cagliari)

Co-Authors

H-index: 79
Fabio Roli

Fabio Roli

Università degli Studi di Cagliari

H-index: 47
Battista Biggio

Battista Biggio

Università degli Studi di Cagliari

H-index: 46
Roberto Perdisci

Roberto Perdisci

University of Georgia

H-index: 45
Giorgio Fumera

Giorgio Fumera

Università degli Studi di Cagliari

H-index: 20
Luca Piras

Luca Piras

Università degli Studi di Cagliari

H-index: 20
Igino Corona

Igino Corona

Università degli Studi di Cagliari

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