Concepedia

Ambra Demontis

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21

Publications

1.4K

Citations

15

H-Index

2016

Active since

Affiliations

University of Cagliari(Current)

University of Genoa

École Polytechnique Fédérale de Lausanne

University of Manchester

Ca' Foscari University of Venice

Ambra Demontis is an author at University of Cagliari specializing in adversarial machine learning, engineering, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningAdversarial Machine LearningData ScienceData SecurityInformation ForensicsDeep LearningInformation SecurityArtificial Intelligence

Publications per year

2016–2024

21

Publications

21

Towards poisoning of deep learning algorithms with back-gradient optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2017 · 532 citations

Artificial Intelligence, Engineering, Machine Learning +16

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · 2017 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks

Ambra Demontis, Marco Melis, Maura Pintor et al. · arXiv (Cornell University) · 2018 · 93 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Why Do Adversarial Attacks Transfer? Explaining Transferability of\n Evasion and Poisoning Attacks

Ambra Demontis, Marco Melis, Maura Pintor et al. · arXiv (Cornell University) · 2018 · 81 citations · Full text

The Threat of Offensive AI to Organizations

Yisroel Mirsky, Ambra Demontis, Jaidip Kotak et al. · Computers & Security · 2022 · 77 citations · Full text

Artificial Intelligence, Engineering, Responsible Ai +5

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