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L

Luca Demetrio

University of Genova

11H指数
59论文数
540被引数
收录论文 13
发表时间
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EXE-Bench: Ranking the Tradeoffs of AI-Based Windows Malware Detectors for Real-World UsabilityEXE-Bench：对基于AI的Windows恶意软件检测器在真实世界可用性方面的权衡进行排名
errIEEE Transactions on Information Forensics and Security
IF8
err2026-09-17
err0
PREAI
errAndrea Ponte; Daniel Gibert; Matous Kozak; Dmitrijs Trizna; Maura Pintor; Battista Biggio; Fabio Roli; Luca Demetrio
err分享
err收藏
HORNET: Fast and minimal adversarial perturbationsHORNET: 快速且最小的对抗性扰动
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
err分享
err收藏
A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection一种用于恶意软件检测中对抗性样本零阶优化的新方法
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
errOAAI
errMarco Rando; Luca Demetrio; Lorenzo Rosasco; Fabio Roli
err分享
err收藏
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates稳健性一致对抗训练用于安全机器学习模型更新
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
err分享
err收藏
Updating Windows malware detectors: Balancing robustness and regression against adversarial EXEmples更新Windows恶意软件检测器：平衡鲁棒性与回归对抗性EXEmples
errCOMPUTERS & SECURITY
IF5.4
err2025-05-09
err0
PREAI
errKozak, Matous; Demetrio, Luca; Trizna, Dmitrijs; Roli, Fabio
err分享
err收藏
SLIFER: Investigating performance and robustness of malware detection pipelinesSLIFER：研究恶意软件检测流水线的性能和鲁棒性
errCOMPUTERS & SECURITY
IF5.4
err2025-03-01
err0
PREAI
errPonte, Andrea; Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Ogbu, Ivan Tesfai; Roli, Fabio
err分享
err收藏
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine LearningModSec-AdvLearn：用鲁棒机器学习对抗恶意SQL注入
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
F
Fabio Roli
H 指数: 69 · 论文数: 504
F
Francesco Villani
H 指数: 53 · 论文数: 145
D
Davide Balzarotti
H 指数: 49 · 论文数: 164
A
Asaf Shabtai
H 指数: 41 · 论文数: 407
B
Battista Biggio
H 指数: 41 · 论文数: 252
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