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Luca Demetrio

university of genoa

11H-index
58Paper Count
540Citation Count
Published Papers 12
Publication Date
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HORNET: Fast and minimal adversarial perturbations
errInformation Sciences
IF6.8
err2026-01-01
err0
errOAAI
errWu, Jiaping; Cina, Antonio Emanuele; Villani, Francesco; Xia, Zhaoqiang; Demetrio, Luca; Oneto, Luca; Anguita, Davide; Roli, Fabio; Feng, Xiaoyi
errShare
errSave
A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
errOAAI
errMarco Rando; Luca Demetrio; Lorenzo Rosasco; Fabio Roli
errShare
errSave
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errDaniele Angioni; Luca Demetrio; Maura Pintor; Luca Oneto; Davide Anguita; Battista Biggio; Fabio Roli
errShare
errSave
Updating Windows malware detectors: Balancing robustness and regression against adversarial EXEmples
errCOMPUTERS & SECURITY
IF5.4
err2025-05-09
err0
PREAI
errKozak, Matous; Demetrio, Luca; Trizna, Dmitrijs; Roli, Fabio
errShare
errSave
SLIFER: Investigating performance and robustness of malware detection pipelines
errCOMPUTERS & SECURITY
IF5.4
err2025-03-01
err0
PREAI
errPonte, Andrea; Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Ogbu, Ivan Tesfai; Roli, Fabio
errShare
errSave
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errGiuseppe Floris; Christian Scano; Biagio Montaruli; Luca Demetrio; Andrea Valenza; Luca Compagna; Davide Ariu; Luca Piras; Davide Balzarotti; Battista Biggio
errShare
errSave
Nebula: Self-Attention for Dynamic Malware Analysis
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
errOAAI
errTrizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio
errShare
errSave
ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err21
errOAAI
errPintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio
errShare
errSave
Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems
errCOMPUTERS & SECURITY
IF5.4
err2022-11-01
err8
errOAAI
errKravchik, Moshe; Demetrio, Luca; Biggio, Battista; Shabtai, Asaf
errShare
errSave
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
errNEUROCOMPUTING
IF6.5
err2022-07-01
err15
PREAI
errOneto, Luca; Navarin, Nicolo; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Demetrio, Luca; Bongini, Pietro; Tacchella, Armando; Sperduti, Alessandro
errShare
errSave
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection
errACM TRANSACTIONS ON PRIVACY AND SECURITY
IF2.8
err2021-09-02
err75
errOAAI
errDemetrio, Luca; Coull, Scott E.; Biggio, Battista; Lagorio, Giovanni; Armando, Alessandro; Roli, Fabio
errShare
errSave
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err82
errOAAI
errDemetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
F
Fabio Roli
H-index: 69 · Papers: 502
F
Francesco Villani
H-index: 53 · Papers: 145
D
Davide Balzarotti
H-index: 49 · Papers: 164
A
Asaf Shabtai
H-index: 41 · Papers: 405
B
Battista Biggio
H-index: 41 · Papers: 251
View more