An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass
Malware Classification

An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification

25 December 2021

Ferhat Demirkiran

Papers citing "An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification"

9 / 9 papers shown

Title
Zero Day Malware Detection with Alpha: Fast DBI with Transformer Models for Real World Application Matthew G. Gaber Mohiuddin Ahmed Helge Janicke 16 0 0 21 Apr 2025
Unlocking Real-Time Fluorescence Lifetime Imaging: Multi-Pixel Parallelism for FPGA-Accelerated Processing Ismail Erbas Aporva Amarnath Vikas Pandey Karthik Swaminathan Naigang Wang Xavier Intes 21 1 0 09 Oct 2024
Zero Day Ransomware Detection with Pulse: Function Classification with Transformer Models and Assembly Language Matthew G. Gaber Mohiuddin Ahmed Helge Janicke 18 6 0 15 Aug 2024
SoK: Leveraging Transformers for Malware Analysis Pradip Kunwar Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam Elisa Bertino 82 0 0 27 May 2024
Prompt Engineering-assisted Malware Dynamic Analysis Using GPT-4 Pei Yan Shunquan Tan Miaohui Wang Jiwu Huang 19 6 0 13 Dec 2023
Nebula: Self-Attention for Dynamic Malware Analysis Dmitrijs Trizna Luca Demetrio Battista Biggio Fabio Roli 4 13 0 19 Sep 2023
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation A. Khan Omkar Chaudhari Rohitash Chandra 15 163 0 06 Apr 2023
CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters Hicham El Boukkouri Olivier Ferret Thomas Lavergne Hiroshi Noji Pierre Zweigenbaum Junichi Tsujii 66 155 0 20 Oct 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 232 1,444 0 18 Mar 2020