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Transfer Learning in Pre-Trained Large Language Models for Malware
  Detection Based on System Calls

Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls

15 May 2024
Pedro Miguel Sánchez Sánchez
Alberto Huertas Celdrán
Gérome Bovet
Gregorio Martínez Pérez
ArXiv (abs)PDFHTML

Papers citing "Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls"

4 / 4 papers shown
Title
LAMD: Context-driven Android Malware Detection and Classification with LLMs
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
Fundamentals of Generative Large Language Models and Perspectives in
  Cyber-Defense
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense
Andrei Kucharavy
Z. Schillaci
Loic Maréchal
Maxime Wursch
Ljiljana Dolamic
Remi Sabonnadiere
Dimitri Percia David
Alain Mermoud
Vincent Lenders
ELMAI4CE
57
31
0
21 Mar 2023
When Autonomous Intelligent Goodware will Fight Autonomous Intelligent
  Malware: A Possible Future of Cyber Defense
When Autonomous Intelligent Goodware will Fight Autonomous Intelligent Malware: A Possible Future of Cyber Defense
Paul Théron
Alexander Kott
21
19
0
25 Nov 2019
LSTM-Based System-Call Language Modeling and Robust Ensemble Method for
  Designing Host-Based Intrusion Detection Systems
LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems
Gyuwan Kim
Hayoon Yi
Jangho Lee
Y. Paek
Sungroh Yoon
43
118
0
06 Nov 2016
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