Daniele Ucci

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 16

Top Topics

Differentially Private

Machine Learning

Software Architecture

Malware Detection

Top Venues

Publications

Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio
Towards a Near-real-time Protocol Tunneling Detector based on Machine Learning Techniques. CoRR (2023)
Filippo Sobrero, Beatrice Clavarezza, Daniele Ucci, Federica Bisio
Towards a Near-Real-Time Protocol Tunneling Detector Based on Machine Learning Techniques. J. Cybersecur. Priv. 3 (4) (2023)
Giovanni Graziano, Daniele Ucci, Federica Bisio, Luca Oneto
PhishVision: A Deep Learning Based Visual Brand Impersonation Detector for Identifying Phishing Attacks. OL2A (1) (2023)
Nicola Loi, Claudio Borile, Daniele Ucci
Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning. CoRR (2021)
Daniele Ucci, Filippo Sobrero, Federica Bisio, Matteo Zorzino
Near-real-time Anomaly Detection in Encrypted Traffic using Machine Learning Techniques. SSCI (2021)
Daniele Ucci, Roberto Perdisci, Jaewoo Lee, Mustaque Ahamad
Towards a Practical Differentially Private Collaborative Phone Blacklisting System. ACSAC (2020)
Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
AndroDFA: Android Malware Classification Based on Resource Consumption. Inf. 11 (6) (2020)
Daniele Ucci, Roberto Perdisci, Jaewoo Lee, Mustaque Ahamad
Building a Collaborative Phone Blacklisting System with Local Differential Privacy. CoRR (2020)
Daniele Ucci, Leonardo Aniello, Roberto Baldoni
Survey of machine learning techniques for malware analysis. Comput. Secur. 81 (2019)
Daniele Ucci, Leonardo Aniello, Roberto Baldoni
Survey on the Usage of Machine Learning Techniques for Malware Analysis. CoRR (2017)
Marco Angelini, Leonardo Aniello, Simone Lenti, Giuseppe Santucci, Daniele Ucci
The goods, the bads and the uglies: Supporting decisions in malware detection through visual analytics. VizSEC (2017)
Daniele Ucci, Leonardo Aniello, Roberto Baldoni
: Privacy-Preserving Knowledge Base Export through Count-min Sketches. CODASPY (2017)
Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
Android malware family classification based on resource consumption over time. MALWARE (2017)
Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni
Android Malware Family Classification Based on Resource Consumption over Time. CoRR (2017)
Zigrid Shehu, Claudio Ciccotelli, Daniele Ucci, Leonardo Aniello, Roberto Baldoni
Towards the Usage of Invariant-Based App Behavioral Fingerprinting for the Detection of Obfuscated Versions of Known Malware. NGMAST (2016)
Giuseppe Laurenza, Daniele Ucci, Leonardo Aniello, Roberto Baldoni
An Architecture for Semi-Automatic Collaborative Malware Analysis for CIs. DSN Workshops (2016)
Roberto Baldoni, Fabrizio d'Amore, Massimo Mecella, Daniele Ucci
A Software Architecture for Progressive Scanning of On-line Communities. ICDCS Workshops (2014)