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- University of CagliariIT2 papers
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- Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di FrascatiIT1 paper
- Libera Università Maria SS. AssuntaIT1 paper
- National Institute for AstrophysicsIT1 paper
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6 papers
Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection
Andrea Ponte, Luca Demetrio, Luca Oneto +3
Malware detection increasingly relies on AI systems that integrate signature-based detection with machine learning. However, these components are typically developed and combined i…
Why distinctiveness centrality is distinctive
A. Fronzetti Colladon, M. Naldi
This paper responds to a commentary by Neal (2024) regarding the Distinctiveness centrality metrics introduced by Fronzetti Colladon and Naldi (2020). Distinctiveness centrality of…
SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines
Andrea Ponte, Dmitrijs Trizna, Luca Demetrio +3
As a result of decades of research, Windows malware detection is approached through a plethora of techniques. However, there is an ongoing mismatch between academia -- which pursue…
A family of consistent normally distributed tests for Poissonity
Antonio Di Noia, Marzia Marcheselli, Caterina Pisani +1
A family of consistent tests, derived from a characterization of the probability generating function, is proposed for assessing Poissonity against a wide class of count distributio…
The evolution of the Line of Variations at close encounters: an analytic approach
Giovanni Battista Valsecchi, Alessio Del Vigna, Marta Ceccaroni
We study the post-encounter evolution of fictitious small bodies belonging to the so-called Line of Variations (LoV) in the framework of the analytic theory of close encounters. We…
Leptogenesis in SO(10)
Chee Sheng Fong, Davide Meloni, Aurora Meroni +1
We consider Grand Unified Theories (GUTs) with vacuum expectation values (vevs) for fermion masses in the representation. We show t…