Concepedia

Luca Demetrio

LD

14

Publications

433

Citations

11

H-Index

2019

Active since

Affiliations

University of Cagliari(Current)

University of Genoa

FireEye (United States)

Ben-Gurion University of the Negev

IMT School for Advanced Studies Lucca

Luca Demetrio is an author at University of Cagliari specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceInformation ForensicsAdversarial Machine LearningVerificationDeep LearningMalware AnalysisInformation Security

Publications per year

2019–2024

14

Publications

14

Adversarial EXEmples

Luca Demetrio, Scott E. Coull, Battista Biggio et al. · ACM Transactions on Privacy and Security · 2021 · 108 citations · Full text

Evasion Rate, Software Security, Engineering +13

Explaining Vulnerabilities of Deep Learning to Adversarial Malware\n Binaries

Luca Demetrio, Battista Biggio, Giovanni Lagorio et al. · arXiv (Cornell University) · 2019 · 58 citations · Full text

ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches

Maura Pintor, Daniele Angioni, Angelo Sotgiu et al. · Pattern Recognition · 2022 · 45 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +10

WAF-A-MoLE

Luca Demetrio, Andrea Valenza, Gabriele Costa et al. · 2020 · 36 citations · Full text

Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors

Avishag Shapira, Alon Zolfi, Luca Demetrio et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 28 citations · Full text

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