Robust Machine Learning for Malware Detection over Time

Robust Machine Learning for Malware Detection over Time

9 August 2022

Daniele Angioni

Christian Scano

Maura Pintor

Battista Biggio

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Papers citing "Robust Machine Learning for Malware Detection over Time"

4 / 4 papers shown

Title
LAMD: Context-driven Android Malware Detection and Classification with LLMs Xingzhi Qian Xinran Zheng Yiling He Shuo Yang Lorenzo Cavallaro 127 4 0 18 Feb 2025
Transcending Transcend: Revisiting Malware Classification in the Presence of Concept Drift Federico Barbero Feargus Pendlebury Fabio Pierazzi Lorenzo Cavallaro 42 72 0 08 Oct 2020
TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time Feargus Pendlebury Fabio Pierazzi Roberto Jordaney Johannes Kinder Lorenzo Cavallaro 54 359 0 20 Jul 2018
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection Ambra Demontis Marco Melis Battista Biggio Davide Maiorca Dan Arp Konrad Rieck Igino Corona Giorgio Giacinto Fabio Roli AAML 58 284 0 28 Apr 2017