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Fabio Massimo Zennaro
Fabio Massimo Zennaro
Verified email at uib.no - Homepage
Title
Cited by
Cited by
Year
Modeling penetration testing with reinforcement learning using capture-the-flag challenges and tabular Q-learning
FM Zennaro, L Erdodi
arXiv preprint arXiv:2005.12632 2, 2020
89*2020
Simulating SQL injection vulnerability exploitation using Q-learning reinforcement learning agents
L Erdődi, ÅÅ Sommervoll, FM Zennaro
Journal of Information Security and Applications 61, 102903, 2021
592021
Towards understanding sparse filtering: A theoretical perspective
FM Zennaro, K Chen
Neural Networks 98, 154-177, 2018
422018
Firearm detection and segmentation using an ensemble of semantic neural networks
A Egiazarov, V Mavroeidis, FM Zennaro, K Vishi
2019 European Intelligence and Security Informatics Conference (EISIC), 70-77, 2019
332019
A new decision making model based on Rank Centrality for GDM with fuzzy preference relations
A Yazidi, M Ivanovska, FM Zennaro, PG Lind, EH Viedma
European Journal of Operational Research 297 (3), 1030-1041, 2022
212022
The Agent Web Model: modeling web hacking for reinforcement learning
L Erdődi, FM Zennaro
International Journal of Information Security 21 (2), 293-309, 2022
202022
Stack-based buffer overflow detection using recurrent neural networks
WA Dahl, L Erdodi, FM Zennaro
arXiv preprint arXiv:2012.15116, 2020
122020
Jointly learning consistent causal abstractions over multiple interventional distributions
FM Zennaro, M Drávucz, G Apachitei, WD Widanage, T Damoulas
Conference on Causal Learning and Reasoning, 88-121, 2023
112023
Abstraction between structural causal models: A review of definitions and properties
FM Zennaro
arXiv preprint arXiv:2207.08603, 2022
102022
Sql injections and reinforcement learning: An empirical evaluation of the role of action structure
M Del Verme, ÅÅ Sommervoll, L Erdődi, S Totaro, FM Zennaro
Secure IT Systems: 26th Nordic Conference, NordSec 2021, Virtual Event …, 2021
102021
Analyzing and storing network intrusion detection data using Bayesian coresets: a preliminary study in offline and streaming settings
FM Zennaro
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
62019
Causal optimal transport of abstractions
Y Felekis, FM Zennaro, N Branchini, T Damoulas
Causal Learning and Reasoning, 462-498, 2024
52024
Pooling of causal models under counterfactual fairness via causal judgement aggregation
FM Zennaro, M Ivanovska
arXiv preprint arXiv:1805.09866, 2018
52018
An empirical evaluation of the approximation of subjective logic operators using Monte Carlo simulations
FM Zennaro, M Ivanovska, A Jøsang
International Journal of Approximate Reasoning 111, 56-77, 2019
42019
Quantifying consistency and information loss for causal abstraction learning
FM Zennaro, P Turrini, T Damoulas
arXiv preprint arXiv:2305.04357, 2023
32023
Firearm detection via convolutional neural networks: comparing a semantic segmentation model against end-to-end solutions
A Egiazarov, FM Zennaro, V Mavroeidis
2020 IEEE International Conference on Big Data (Big Data), 1796-1804, 2020
32020
Using subjective logic to estimate uncertainty in multi-armed bandit problems
FM Zennaro, A Jøsang
arXiv preprint arXiv:2008.07386, 2020
32020
Interventionally Consistent Surrogates for Agent-based Simulators
J Dyer, N Bishop, Y Felekis, FM Zennaro, A Calinescu, T Damoulas, ...
arXiv preprint arXiv:2312.11158, 2023
22023
Counterfactually fair prediction using multiple causal models
FM Zennaro, M Ivanovska
Multi-Agent Systems: 16th European Conference, EUMAS 2018, Bergen, Norway …, 2019
22019
On covariate shift adaptation via sparse filtering
FM Zennaro, K Chen
arXiv preprint arXiv:1607.06781, 2016
22016
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