SERRA, Edoardo
SERRA, Edoardo
DIPARTIMENTO di elettronica, informatica e sistemistica. (attivo dal 01/01/1900 al 30/09/2014)
A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution
2023-01-01 Cuzzocrea, Alfredo; Quebrado, Miguel; Hafsaoui, Abderraouf; Serra, Edoardo
An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability
2023-01-01 Cuzzocrea, Alfredo; Alahy Ratul, Qudrat E.; Belmerabet, Islam; Serra, Edoardo
An Effective and Efficient Graph Representation Learning Approach for Big Graphs
2021-01-01 Serra, Edoardo; Joaristi, Mikel; Cuzzocrea, Alfredo; Soufargi, Selim; Leung, Carson K.
Android Malware Identification and Polymorphic Evolution Via Graph Representation Learning
2021-01-01 Quebrado, Miguel; Serra, Edoardo; Cuzzocrea, Alfredo
Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset
2022-01-01 Lakha, Bishal; Lilly Mount, Sara; Serra, Edoardo; Cuzzocrea, Alfredo
Attribution Methods Assessment for Interpretable Machine Learning
2023-01-01 Cuzzocrea, Alfredo; Alahy Ratul, Qudrat E.; Belmerabet, Islam; Serra, Edoardo
Detecting Botnet Nodes via Structural Node Representation Learning
2021-01-01 Carpenter, Justin; Layne, Janet; Serra, Edoardo; Cuzzocrea, Alfredo
Evaluating Attribution Methods in Machine Learning Interpretability
2021-01-01 Alahy Ratul, Qudrat E.; Serra, Edoardo; Cuzzocrea, Alfredo
Extending inverse frequent itemsets mining to generate realistic datasets: complexity, accuracy and emerging applications
2019-01-01 Sacca, D.; Serra, E.; Rullo, A.
GAPS: Generality and Precision with Shapley Attribution
2022-01-01 Daley, Brian; Alahy Ratul, Qudrat E.; Serra, Edoardo; Cuzzocrea, Alfredo
Graph Representation Learning for Complex Security Problems
2023-01-01 Cuzzocrea, Alfredo; Quebrado, Miguel; Hafsaoui, Abderraouf; Serra, Edoardo
Hybrid adversarial defense: Merging honeypots and traditional security methods
2018-01-01 Chakraborty, T.; Jajodia, S.; Park, N.; Pugliese, A.; Serra, Edoardo; Subrahmanian, V. S.
Identifying Malicious Users in the Offshore Leaks Networks via Structural Node Representation Learning
2021-01-01 Daley, Brian; Serra, Edoardo; Cuzzocrea, Alfredo
Large-scale Sparse Structural Node Representation
2020-01-01 Serra, Edoardo; Joaristi, Mikel; Cuzzocrea, Alfredo
Shortfall-Based Optimal Security Provisioning for Internet of Things
2017-01-01 Rullo, Antonino; Serra, Edoardo; Bertino, Elisa; Lobo, Jorge
Structural Node Representation Learning for Detecting Botnet Nodes
2023-01-01 Carpenter, Justin; Layne, Janet; Serra, Edoardo; Cuzzocrea, Alfredo; Gallo, Carmine