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FastText-Based Local Feature Visualization Algorithm for Merged Image-Based Malware Classification Framework for Cyber Security and Cyber Defense

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11042-016-4209-1openalex-snapshot
A holistic approach for personalization, relevance feedback & recommendation in enriched multimedia content
inferredcites →https://doi.org/10.1007/s11042-019-7703-4openalex-snapshot
Affective social big data generation algorithm for autonomous controls by CRNN-based end-to-end controls
inferredcites →https://doi.org/10.1016/j.cose.2018.04.005openalex-snapshot
Malware identification using visualization images and deep learning
inferredcites →https://doi.org/10.1016/j.future.2018.07.052openalex-snapshot
Classification of ransomware families with machine learning based on N -gram of opcodes
inferredcites →https://doi.org/10.1016/j.ins.2011.08.020openalex-snapshot
Opcode sequences as representation of executables for data-mining-based unknown malware detection
inferredcites →https://doi.org/10.1109/access.2018.2805301openalex-snapshot
Malware Visualization for Fine-Grained Classification
inferredcites →https://doi.org/10.1109/access.2019.2952644openalex-snapshot
Energy Consumption in Point-Coverage Wireless Sensor Networks via Bat Algorithm
inferredcites →https://doi.org/10.1109/cicybs.2013.6597204openalex-snapshot
Image visualization based malware detection
inferredcites →https://doi.org/10.1109/icsai.2017.8248399openalex-snapshot
A malware detection system based on intermediate language
inferredcites →https://doi.org/10.1109/ntms.2018.8328749openalex-snapshot
Malware Classification with Deep Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/tii.2019.2953289openalex-snapshot
Energy-Aware Green Adversary Model for Cyberphysical Security in Industrial System
inferredcites →https://doi.org/10.1145/2016904.2016908openalex-snapshot
Malware images
inferredcites →https://doi.org/10.1145/245108.245124openalex-snapshot
Fab
inferredcites →https://doi.org/10.1155/2014/260905openalex-snapshot
A Malware Detection Scheme Based on Mining Format Information
inferredcites →https://doi.org/10.1162/tacl_a_00051openalex-snapshot
Enriching Word Vectors with Subword Information
inferredcites →https://doi.org/10.1186/s13673-018-0125-xopenalex-snapshot
A state-of-the-art survey of malware detection approaches using data mining techniques
inferredcites →https://doi.org/10.1186/s13673-018-0128-7openalex-snapshot
User characteristics that influence judgment of social engineering attacks in social networks
inferredcites →https://doi.org/10.1186/s13673-018-0143-8openalex-snapshot
Reliability and high availability in cloud computing environments: a reference roadmap
inferredcites →https://doi.org/10.1201/9781315396705openalex-snapshot
Big Data in Complex and Social Networks
inferredcites →https://doi.org/10.1504/ijesdf.2007.016865openalex-snapshot
Opcodes as predictor for malware
inferredcites →https://doi.org/10.3390/math7100883openalex-snapshot
Automatic Melody Composition Using Enhanced GAN
inferredcites →https://doi.org/10.4236/jis.2014.52006openalex-snapshot
Malware Analysis and Classification: A Survey

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Enhancing Malware Detection With Deep Learning Convolutional Neural Networks: Investigating the Impact of Image Size Variations
inferred← citeshttps://doi.org/10.1007/978-3-032-15764-5_28openalex-snapshot
An End-to-End Deep Learning Approach for Malware Image Classification
inferred← citeshttps://doi.org/10.1007/978-981-97-1335-6_31openalex-snapshot
Deep Learning for Image Classification: A Review
inferred← citeshttps://doi.org/10.1007/s12559-026-10646-yopenalex-snapshot
Advanced Quantum Computing–Integrated Artificial Intelligence for Data Processing Applications: A Comprehensive Review
inferred← citeshttps://doi.org/10.1007/s44163-025-00551-yopenalex-snapshot
Word-embedding approach for unknown attributes in access control model
inferred← citeshttps://doi.org/10.1016/j.cose.2020.102133openalex-snapshot
Random CapsNet forest model for imbalanced malware type classification task
inferred← citeshttps://doi.org/10.1016/j.cose.2021.102247openalex-snapshot
Malware detection employed by visualization and deep neural network
inferred← citeshttps://doi.org/10.1016/j.cose.2021.102515openalex-snapshot
A novel malware classification and augmentation model based on convolutional neural network
inferred← citeshttps://doi.org/10.1016/j.cose.2022.102905openalex-snapshot
EII-MBS: Malware family classification via enhanced adversarial instruction behavior semantic learning
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133240openalex-snapshot
Obfuscation-resilient malware classification via spatial perception and multi-granular attention collaboration
inferred← citeshttps://doi.org/10.1057/s41288-022-00266-6openalex-snapshot
Cyber risk and cybersecurity: a systematic review of data availability
inferred← citeshttps://doi.org/10.1080/01969722.2021.2020471openalex-snapshot
On the Effectiveness of Image Processing Based Malware Detection Techniques
inferred← citeshttps://doi.org/10.1109/access.2026.3666249openalex-snapshot
X-MET: Multimodal Entropy–Visual Deep Learning Technique for Strengthening Cyber Governance and Resilient Digital Infrastructure
inferred← citeshttps://doi.org/10.1109/bigdata59044.2023.10386677openalex-snapshot
Enhancing Cyber Threat Hunting: A Visual Approach with the Forensic Visualization Toolkit
inferred← citeshttps://doi.org/10.1109/cisai54367.2021.00158openalex-snapshot
A Survey on Machine Learning-based Detection and Classification Technology of Malware
inferred← citeshttps://doi.org/10.1109/itoec63606.2025.10969063openalex-snapshot
Fusing multi-model features for malware classification
inferred← citeshttps://doi.org/10.3389/fpls.2023.1123696openalex-snapshot
Efficient Windows malware identification and classification scheme for plant protection information systems
inferred← citeshttps://doi.org/10.3390/app11146446openalex-snapshot
Visualized Malware Multi-Classification Framework Using Fine-Tuned CNN-Based Transfer Learning Models
inferred← citeshttps://doi.org/10.3390/app13042484openalex-snapshot
A New Framework for Visual Classification of Multi-Channel Malware Based on Transfer Learning
inferred← citeshttps://doi.org/10.3390/app15147747openalex-snapshot
Systematic Review: Malware Detection and Classification in Cybersecurity
inferred← citeshttps://doi.org/10.3390/math10122054openalex-snapshot
Mapping Tools for Open Source Intelligence with Cyber Kill Chain for Adversarial Aware Security
inferred← citeshttps://doi.org/10.3390/math11020416openalex-snapshot
Dynamic Extraction of Initial Behavior for Evasive Malware Detection
inferred← citeshttps://doi.org/10.3390/math11071743openalex-snapshot
Traffic Accident Detection Method Using Trajectory Tracking and Influence Maps
inferred← citeshttps://doi.org/10.3390/math11132884openalex-snapshot
Traffic Accident Detection Using Background Subtraction and CNN Encoder–Transformer Decoder in Video Frames
inferred← citeshttps://doi.org/10.3390/math9050530openalex-snapshot
DBTMPE: Deep Bidirectional Transformers-Based Masked Predictive Encoder Approach for Music Genre Classification
inferred← citeshttps://doi.org/10.3390/math9182274openalex-snapshot
3D-DCDAE: Unsupervised Music Latent Representations Learning Method Based on a Deep 3D Convolutional Denoising Autoencoder for Music Genre Classification
inferred← citeshttps://doi.org/10.54483/sajaar.2021.23.1.4openalex-snapshot
Cyber-security awareness of South African state-mandated public sector organisations
inferred← citeshttps://doi.org/10.62520/fujece.1582676openalex-snapshot
A Hybrid Deep Learning Approach for Image-based Malware Classification
inferred← citeshttps://doi.org/10.66224/jist.52165.14.53.67openalex-snapshot
Image-Based Phishing URL Classification Using Convolutional Neural Networks
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