F
Fabio Martinelli
Researcher at National Research Council
Publications - 354
Citations - 5962
Fabio Martinelli is an academic researcher from National Research Council. The author has contributed to research in topics: Malware & Android (operating system). The author has an hindex of 30, co-authored 344 publications receiving 4841 citations.
Papers
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Journal ArticleDOI
A Survey on Security for Mobile Devices
TL;DR: This paper surveys the state of the art on threats, vulnerabilities and security solutions over the period 2004-2011, by focusing on high-level attacks, such those to user applications, based upon the detection principles, architectures, collected data and operating systems.
Book ChapterDOI
MADAM: a multi-level anomaly detector for android malware
TL;DR: MADAM concurrently monitors Android at the kernel-level and user-level to detect real malware infections using machine learning techniques to distinguish between standard behaviors and malicious ones.
Journal ArticleDOI
MADAM: Effective and Efficient Behavior-based Android Malware Detection and Prevention
TL;DR: MADAM is a novel host-based malware detection system for Android devices which simultaneously analyzes and correlates features at four levels: kernel, application, user and package, to detect and stop malicious behaviors.
Journal ArticleDOI
Classification of ransomware families with machine learning based on N-gram of opcodes
Hanqi Zhang,Hanqi Zhang,Xi Xiao,Francesco Mercaldo,Shiguang Ni,Fabio Martinelli,Arun Kumar Sangaiah +6 more
TL;DR: The proposed method can detect and classify ransomware that can fingerprint the environment and it is discovered that different feature dimensions are required for achieving similar classifier performance with feature N-grams of diverse lengths.
Book
Formal Aspects in Security and Trust
TL;DR: This paper presents a new Trust Model Based on Advanced D-S Evidence Theory for P2P Networks, and a comparison of Semantic Models for Noninterference.