activity
19992019
most citedSurvey of Machine Learning Techniques for Malware Analysis

571 citations · 593 across the 9 of their papers we have counts for

collaborators

10 papers

cs.CY2019★ 2 cited

Micro-accounting for optimizing and saving energy in smart buildings

Daniele Sora, Massimo Meceella, Francesco Leotta +5

Energy management, and in particular its optimization, is one of the hot trends in the current days, both at the enterprise level (optimization of whole corporate/government buildi…

cs.LG2018★ 9 cited

Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks

Roberto Baldoni, Giuseppe Antonio Di Luna, Luca Massarelli +2

In this paper we consider the binary similarity problem that consists in determining if two binary functions are similar only considering their compiled form. This problem is know…

cs.CR2018

SAFE: Self-Attentive Function Embeddings for Binary Similarity

Luca Massarelli, Giuseppe Antonio Di Luna, Fabio Petroni +2

The binary similarity problem consists in determining if two functions are similar by only considering their compiled form. Advanced techniques for binary similarity recently gaine…

cs.CR2017★ 571 cited

Survey of Machine Learning Techniques for Malware Analysis

Daniele Ucci, Leonardo Aniello, Roberto Baldoni

Coping with malware is getting more and more challenging, given their relentless growth in complexity and volume. One of the most common approaches in literature is using machine l…

cs.CR2017★ 1 cited

Android Malware Family Classification Based on Resource Consumption over Time

Luca Massarelli, Leonardo Aniello, Claudio Ciccotelli +3

The vast majority of today's mobile malware targets Android devices. This has pushed the research effort in Android malware analysis in the last years. An important task of malware…

cs.DC2017★ 1 cited

Building Regular Registers with Rational Malicious Servers and Anonymous Clients -- Extended Version

Antonella Del Pozzo, Silvia Bonomi, Riccardo Lazzeretti +1

The paper addresses the problem of emulating a regular register in a synchronous distributed system where clients invoking and operations are anonymo…