Andrea Iannacone

According to our database, Andrea Iannacone authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

CARIOCA: prioritizing the use of IoC by threats assessment shared on the MISP platform.

Piero Delvecchio, Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo

Int. J. Inf. Sec., April, 2025

CNN-AutoMIC: Combining convolutional neural network and autoencoder to learn non-linear features for KNN-based malware image classification.

Simone Andriani, Stefano Galantucci, Andrea Iannacone, Antonio Maci, Giuseppe Pirlo

Comput. Secur., 2025

MAGICIAN: Malware classification Approach through Generation Image using a Conditional and wassersteIn generative Adversarial Network variants.

Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo, Lucia Sarcinella, Alessandro Stamerra

Proceedings of the 4th IEEE International Conference on AI in Cybersecurity, 2025

2024

SINNER: A Reward-Sensitive Algorithm for Imbalanced Malware Classification Using Neural Networks with Experience Replay.

Antonio Coscia, Andrea Iannacone, Antonio Maci, Alessandro Stamerra

Inf., August, 2024

2023

Unbalanced Web Phishing Classification through Deep Reinforcement Learning.

Antonio Maci, Alessandro Santorsola, Antonio Coscia, Andrea Iannacone

Comput., June, 2023

2022

A Study on Malware Detection and Classification Using the Analysis of API Calls Sequences Through Shallow Learning and Recurrent Neural Networks.

Angelo Cannarile, Francesco Carrera, Stefano Galantucci, Andrea Iannacone, Giuseppe Pirlo

Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022