Search Results for author: Daniele Ucci

Found 3 papers, 1 papers with code

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

no code implementations10 Jun 2021 Nicola Loi, Claudio Borile, Daniele Ucci

The constant growth in the number of malware - software or code fragment potentially harmful for computers and information networks - and the use of sophisticated evasion and obfuscation techniques have seriously hindered classic signature-based approaches.

BIG-bench Machine Learning Malware Detection

Survey of Machine Learning Techniques for Malware Analysis

no code implementations23 Oct 2017 Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Coping with malware is getting more and more challenging, given their relentless growth in complexity and volume.

Cryptography and Security

Android Malware Family Classification Based on Resource Consumption over Time

1 code implementation4 Sep 2017 Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli, Leonardo Querzoni, Daniele Ucci, Roberto Baldoni

An important task of malware analysis is the classification of malware samples into known families.

Cryptography and Security

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