Daniele Ucci

According to our database, Daniele Ucci authored at least 15 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Towards a Near-Real-Time Protocol Tunneling Detector Based on Machine Learning Techniques.

Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio

J. Cybersecur. Priv., November, 2023

PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks.

Giovanni Graziano, Daniele Ucci, Federica Bisio, Luca Oneto

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

2021

Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning.

Nicola Loi, Claudio Borile, Daniele Ucci

CoRR, 2021

Near-real-time Anomaly Detection in Encrypted Traffic using Machine Learning Techniques.

Daniele Ucci, Filippo Sobrero, Federica Bisio, Matteo Zorzino

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

AndroDFA: Android Malware Classification Based on Resource Consumption.

Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni

Inf., 2020

Building a Collaborative Phone Blacklisting System with Local Differential Privacy.

Daniele Ucci, Roberto Perdisci, Jaewoo Lee, Mustaque Ahamad

CoRR, 2020

Towards a Practical Differentially Private Collaborative Phone Blacklisting System.

Daniele Ucci, Roberto Perdisci, Jaewoo Lee, Mustaque Ahamad

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

Survey of machine learning techniques for malware analysis.

Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Comput. Secur., 2019

2017

Survey on the Usage of Machine Learning Techniques for Malware Analysis.

Daniele Ucci, Leonardo Aniello, Roberto Baldoni

CoRR, 2017

The goods, the bads and the uglies: Supporting decisions in malware detection through visual analytics.

Marco Angelini, Leonardo Aniello, Simone Lenti, Giuseppe Santucci, Daniele Ucci

Proceedings of the 14th IEEE Symposium on Visualization for Cyber Security, 2017

Android malware family classification based on resource consumption over time.

Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni

Proceedings of the 12th International Conference on Malicious and Unwanted Software, 2017

<i>Share a pie?</i>: Privacy-Preserving Knowledge Base Export through Count-min Sketches.

Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Proceedings of the Seventh ACM Conference on Data and Application Security and Privacy, 2017

2016

Towards the Usage of Invariant-Based App Behavioral Fingerprinting for the Detection of Obfuscated Versions of Known Malware.

Zigrid Shehu, Claudio Ciccotelli, Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Proceedings of the 10th International Conference on Next Generation Mobile Applications, 2016

An Architecture for Semi-Automatic Collaborative Malware Analysis for CIs.

Giuseppe Laurenza, Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

2014

A Software Architecture for Progressive Scanning of On-line Communities.

Roberto Baldoni, Fabrizio d'Amore, Massimo Mecella, Daniele Ucci

Proceedings of the 34th International Conference on Distributed Computing Systems Workshops (ICDCS 2014 Workshops), Madrid, Spain, June 30, 2014