Fabio Massimo Zennaro

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 36

Top Venues

CoRR

Int. J. Inf. Sec.

CLeaR

Int. J. Approx. Reason.

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Åvald Åslaugson Sommervoll, László Erdodi, Fabio Massimo Zennaro
Simulating all archetypes of SQL injection vulnerability exploitation using reinforcement learning agents. Int. J. Inf. Sec. 23 (1) (2024)
Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas
Causally Abstracted Multi-armed Bandits. CoRR (2024)
Yorgos Felekis, Fabio Massimo Zennaro, Nicola Branchini, Theodoros Damoulas
Causal Optimal Transport of Abstractions. CLeaR (2024)
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge
Interventionally Consistent Surrogates for Agent-based Simulators. CoRR (2023)
Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, Widanalage Dhammika Widanage, Theodoros Damoulas
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. CoRR (2023)
Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas
Quantifying Consistency and Information Loss for Causal Abstraction Learning. CoRR (2023)
Fabio Massimo Zennaro, László Erdodi
Modelling penetration testing with reinforcement learning using capture-the-flag challenges: Trade-offs between model-free learning and a priori knowledge. IET Inf. Secur. 17 (3) (2023)
Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas
Quantifying Consistency and Information Loss for Causal Abstraction Learning. IJCAI (2023)
Yorgos Felekis, Fabio Massimo Zennaro, Nicola Branchini, Theodoros Damoulas
Causal Optimal Transport of Abstractions. CoRR (2023)
Fabio Massimo Zennaro, Máté Drávucz, Geanina Apachitei, Widanalage Dhammika Widanage, Theodoros Damoulas
Jointly Learning Consistent Causal Abstractions Over Multiple Interventional Distributions. CLeaR (2023)
Fabio Massimo Zennaro
Abstraction between Structural Causal Models: A Review of Definitions and Properties. CoRR (2022)
Anis Yazidi, Magdalena Ivanovska, Fabio Massimo Zennaro, Pedro G. Lind, Enrique Herrera-Viedma
A new decision making model based on Rank Centrality for GDM with fuzzy preference relations. Eur. J. Oper. Res. 297 (3) (2022)
Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas
Towards Computing an Optimal Abstraction for Structural Causal Models. CoRR (2022)
László Erdodi, Fabio Massimo Zennaro
The Agent Web Model: modeling web hacking for reinforcement learning. Int. J. Inf. Sec. 21 (2) (2022)
Manuel Del Verme, Åvald Åslaugson Sommervoll, László Erdödi, Simone Totaro, Fabio Massimo Zennaro
SQL Injections and Reinforcement Learning: An Empirical Evaluation of the Role of Action Structure. NordSec (2021)
László Erdödi, Åvald Åslaugson Sommervoll, Fabio Massimo Zennaro
Simulating SQL injection vulnerability exploitation using Q-learning reinforcement learning agents. J. Inf. Secur. Appl. 61 (2021)
Laszlo Erdodi, Åvald Åslaugson Sommervoll, Fabio Massimo Zennaro
Simulating SQL Injection Vulnerability Exploitation Using Q-Learning Reinforcement Learning Agents. CoRR (2021)
William Arild Dahl, Laszlo Erdodi, Fabio Massimo Zennaro
Stack-based Buffer Overflow Detection using Recurrent Neural Networks. CoRR (2020)
Alexander Egiazarov, Fabio Massimo Zennaro, Vasileios Mavroeidis
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions. CoRR (2020)
Fabio Massimo Zennaro, Laszlo Erdodi
Modeling Penetration Testing with Reinforcement Learning Using Capture-the-Flag Challenges and Tabular Q-Learning. CoRR (2020)
Fabio Massimo Zennaro
A Left Realist Critique of the Political Value of Adopting Machine Learning Systems in Criminal Justice. PKDD/ECML Workshops (2020)
Alexander Egiazarov, Vasileios Mavroeidis, Fabio Massimo Zennaro, Kamer Vishi
Firearm Detection and Segmentation Using an Ensemble of Semantic Neural Networks. CoRR (2020)
Alexander Egiazarov, Fabio Massimo Zennaro, Vasileios Mavroeidis
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions. IEEE BigData (2020)
Fabio Massimo Zennaro, Audun Jøsang
Using Subjective Logic to Estimate Uncertainty in Multi-Armed Bandit Problems. CoRR (2020)
Laszlo Erdodi, Fabio Massimo Zennaro
The Agent Web Model - Modelling web hacking for reinforcement learning. CoRR (2020)
Fabio Massimo Zennaro
Analyzing and Storing Network Intrusion Detection Data using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings. CoRR (2019)
Fabio Massimo Zennaro
Analyzing and Storing Network Intrusion Detection Data Using Bayesian Coresets: A Preliminary Study in Offline and Streaming Settings. PKDD/ECML Workshops (2) (2019)
Fabio Massimo Zennaro, Magdalena Ivanovska, Audun Jøsang
An empirical evaluation of the approximation of subjective logic operators using Monte Carlo simulations. Int. J. Approx. Reason. 111 (2019)
Fabio Massimo Zennaro, Ke Chen
Towards Further Understanding of Sparse Filtering via Information Bottleneck. CoRR (2019)
Alexander Egiazarov, Vasileios Mavroeidis, Fabio Massimo Zennaro, Kamer Vishi
Firearm Detection and Segmentation Using an Ensemble of Semantic Neural Networks. EISIC (2019)
Fabio Massimo Zennaro, Magdalena Ivanovska
Pooling of Causal Models under Counterfactual Fairness via Causal Judgement Aggregation. CoRR (2018)
Fabio Massimo Zennaro, Ke Chen
Towards understanding sparse filtering: A theoretical perspective. Neural Networks 98 (2018)
Fabio Massimo Zennaro, Magdalena Ivanovska
Counterfactually Fair Prediction Using Multiple Causal Models. CoRR (2018)
Fabio Massimo Zennaro, Magdalena Ivanovska
Counterfactually Fair Prediction Using Multiple Causal Models. EUMAS (2018)
Fabio Massimo Zennaro, Ke Chen
Towards Understanding Sparse Filtering: A Theoretical Perspective. CoRR (2016)
Fabio Massimo Zennaro, Ke Chen
On Covariate Shift Adaptation via Sparse Filtering. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fabio Massimo Zennaro