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G

Giorgio Giacinto

university of cagliari

45H-index
209Paper Count
7.1KCitation Count
Published Papers 34
Publication Date
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SemVul: Semantic-enhanced graph neural networks for code property graph-based vulnerability detection
errJournal of Systems and Software
IF4.1
err2026-09-17
err0
errOAAI
errYounas Affan; Leonardo Regano; Giorgio Giacinto
errShare
errSave
On the effectiveness of memory analysis in revealing maliciousness in android applications
errJournal of Information Security and Applications
IF3.7
err2026-09-01
err0
PREAI
errSanna, Silvia Lucia; Regano, Leonardo; Maiorca, Davide; Giacinto, Giorgio
errShare
errSave
Are Trees Really Green? A Detection Approach of IoT Malware Attacks
errAVAILABILITY, RELIABILITY AND SECURITY, ARES 2025, PT I
IF0
err2026-01-01
err0
PREAI
errSanna, Silvia Lucia; Soi, Diego; Maiorca, Davide; Giacinto, Giorgio
errShare
errSave
Race Against Time: Investigating the Factors that Influence Web Race Condition Exploits
errComputers & Security
IF5.4
err2025-10-29
err0
errOAAI
errFederico Loi; Lorenzo Pisu; Leonardo Regano; Davide Maiorca; Giorgio Giacinto
errShare
errSave
DroidReach++: Exploring the reachability of native code in android applications
errComputers & Security
IF5.4
err2025-09-12
err0
errOAAI
errLuca Borzacchiello; Matteo Cornacchia; Davide Maiorca; Giorgio Giacinto; Emilio Coppa
errShare
errSave
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
errOAAI
errMura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
errShare
errSave
Enhancing android malware detection explainability through function call graph APIs
errJOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF3.7
err2024-02-01
err5
errOAAI
errSoi, Diego; Sanna, Alessandro; Maiorca, Davide; Giacinto, Giorgio
errShare
errSave
Do gradient-based explanations tell anything about adversarial robustness to android malware?
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2021-10-23
err14
errOAAI
errMelis, Marco; Scalas, Michele; Demontis, Ambra; Maiorca, Davide; Biggio, Battista; Giacinto, Giorgio; Roli, Fabio
errShare
errSave
Adversarial Detection of Flash Malware: Limitations and Open Issues
errCOMPUTERS & SECURITY
IF5.4
err2020-09-01
err11
errOAAI
errMaiorca, Davide; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Giacinto, Giorgio
errShare
errSave
Convolutional neural networks for relevance feedback in content based image retrieval A Content based image retrieval system that exploits convolutional neural networks both for feature extraction and for relevance feedback
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2020-07-21
err31
errOAAI
errPutzu, Lorenzo; Piras, Luca; Giacinto, Giorgio
errShare
errSave
On the effectiveness of system API-related information for Android ransomware detection
errCOMPUTERS & SECURITY
IF5.4
err2019-09-01
err66
errOAAI
errScalas, Michele; Maiorca, Davide; Mercaldo, Francesco; Visaggio, Corrado Aaron; Martinelli, Fabio; Giacinto, Giorgio
errShare
errSave
Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks
errACM COMPUTING SURVEYS
IF28
err2019-08-30
err57
errOAAI
errMaiorca, Davide; Biggio, Battista; Giacinto, Giorgio
errShare
errSave
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2019-07-01
err180
errOAAI
errDemontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Corona, Igino; Giacinto, Giorgio; Roli, Fabio
errShare
errSave
Information fusion in content based image retrieval: A comprehensive overview
errINFORMATION FUSION
IF15.5
err2017-09-01
err94
errOAAI
errPiras, Luca; Giacinto, Giorgio
errShare
errSave
Multimodal Retrieval with Diversification and Relevance Feedback for Tourist Attraction Images
errACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
IF6
err2017-08-12
err14
errOAAI
errDuc-Tien Dang-Nguyen; Piras, Luca; Giacinto, Giorgio; Boato, Giulia; De Natale, Francesco G. B.
errShare
errSave
Stealth attacks: An extended insight into the obfuscation effects on Android malware
errCOMPUTERS & SECURITY
IF5.4
err2015-06-01
err125
errOAAI
errMaiorca, Davide; Ariu, Davide; Corona, Igino; Aresu, Marco; Giacinto, Giorgio
errShare
errSave
Synthetic pattern generation for imbalanced learning in image retrieval
errPATTERN RECOGNITION LETTERS
IF3.3
err2012-12-01
err22
PREAI
errPiras, Luca; Giacinto, Giorgio
errShare
errSave
Early Detection of Malicious Flux Networks via Large-Scale Passive DNS Traffic Analysis
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2012-01-01
err90
PREAI
errPerdisci, Roberto; Corona, Igino; Giacinto, Giorgio
errShare
errSave
Machine learning for computer security: A guide to prospective authors
errINFORMATION FUSION
IF15.5
err2011-07-01
err2
PREAI
errGiacinto, Giorgio; Dasarathy, Belur V.
errShare
errSave
HMMPayl: An intrusion detection system based on Hidden Markov Models
errCOMPUTERS & SECURITY
IF5.4
err2011-06-01
err91
errOAAI
errAriu, Davide; Tronci, Roberto; Giacinto, Giorgio
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
L
Lorenzo Bruzzone
H-index: 100 · Papers: 1.0K
F
Fabio Roli
H-index: 69 · Papers: 504
D
Daniel J. Arp
H-index: 61 · Papers: 239
M
Maurizio Migliaccio
H-index: 47 · Papers: 504
F
Francesco Mercaldo
H-index: 44 · Papers: 371
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