CONTACT

(+39) 392 1595174

angelica.liguori@icar.cnr.it

ICAR-CNR, Via P. Bucci 8/9C - 87036, Rende (CS), ITALY

in/angelica-liguori

angelica.liguori94

https://angielica.github.io

SKILLS

Python

PyTorch/Tensorflow

Microsoft Office

MacOS

Italian

English

EDUCATION

PhD in Information and Communication Technologies

University of Calabria

Nov, 2020 - Feb, 2024

Master’s Degree in Computer Engineering

University of Calabria

Sep, 2016 - Jul, 2019

Angelica Liguori

Researcher@ICAR-CNR, PhD@ICT - University of Calabria

About me

Angelica Liguori is a researcher at the Institute for High Performance Computing and Networking - National Research Council of Italy (ICAR-CNR). She received the Ph.D. degree in Information and Communication Technologies (ICT) from the University of Calabria (UNICAL), Italy, in 2024. Her research interests include machine and deep learning. Specifically, she is interested in developing solutions in the area of Anomaly Detection/Generation in data sets.

Experience

Teaching Assistant Sep 2024 - Ongoing

"Basi di Dati" Course | Department of Mathematics and Computer Science - University of Calabria
Fixed-term Researcher (III level) Mar 2024 - Ongoing

PNRR Project SERICS | ICAR-CNR
Collaborator Dec 2022 - Apr 2023

BMSA Research Group | ICAR-CNR
Short-Term Scholar Jul 2022 - Dec 2022

Artificial Intelligence based Security (AlbS) lab | Computer Science Department - Boise State University
- Supervisor: Edoardo Serra, PhD - Associate Professor@Boise State University
Teaching Assistant Sep 2021 - Sep 2022

"Deep Learning" Course | Department of Mathematics and Computer Science - University of Calabria
PhD Student Nov 2020 - Feb 2024

Information and Communication Technologies | Department of Computer Engineering, Modeling, Electronics, and Systems - University of Calabria
- Doctoral Thesis: "Machine and Deep Learning Techniques for Anomaly Detection and Generation
- Supervisors: Giuseppe Manco, PhD - Research Director@ICAR-CNR - and Ettore Ritacco, PhD - Researcher@University of Udine
Teaching Assistant Sep 2020 - Sep 2024

"Machine Learning" Course | Department of Mathematics and Computer Science - University of Calabria
Research Fellow Dec 2019 - Oct 2020

SecureOpenNets Project| ICAR-CNR

Selected Publications

Robust Anomaly Detection via Adversarial Counterfactual Generation 2024

Knowledge and Information Systems | Angelica Liguori, Ettore Ritacco, Francesco Sergio Pisani, Giuseppe Manco
No Country for Leaking Containers: Detecting Exfiltration of Secrets Through AI and Syscalls 2024

International Conference on Availability, Reliability and Security | Marco Zuppelli, Massimo Guarascio, Luca Caviglione, Angelica Liguori
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems 2023

Journal of Intelligent Information Systems |Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Angelica Liguori, Marco Zuppelli
A federated approach for detecting data hidden in icons of mobile applications delivered via web and multiple stores 2023

Social Network Analysis and Mining | Nunziato Cassavia, Luca Caviglione, Massimo Guarascio, Angelica Liguori , Giuseppe Manco, Marco Zuppelli
Adversarial Regularized Reconstruction for Anomaly Detection and Generation 2021

IEEE International Conference on Data Mining | Angelica Liguori, Giuseppe Manco, Francesco Sergio Pisani, Ettore Ritacco
Deep Autoencoder Ensembles for Anomaly Detection on Blockchain 2020

International Symposium on Methodologies for Intelligent Systems | Francesco Scicchitano, Angelica Liguori, Massimo Guarascio, Ettore Ritacco, Giuseppe Manco