专题:Advanced Malware Detection Techniques

This cluster of papers focuses on the characterization, detection, and analysis of Android malware. It covers topics such as machine learning-based detection, security analysis, behavioral and permission analysis, deep learning approaches, dynamic analysis, IoT security, and ransomware threats.
最新文献
Artificial Intelligence and Machine Learning Techniques for Anomaly Detection and Threat Mitigation in Cloud-Connected Medical Devices

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IMCNN:Intelligent Malware Classification using Deep Convolution Neural Networks as Transfer learning and ensemble learning in honeypot enabled organizational network

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Comparative Study of Various Hyperparameter Tuning on Random Forest Classification With SMOTE and Feature Selection Using Genetic Algorithm in Software Defect Prediction

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Using Large Language Models to Better Detect and Handle Software Vulnerabilities and Cyber Security Threats

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WAFBooster: Automatic Boosting of WAF Security Against Mutated Malicious Payloads

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A malware detection model based on imbalanced heterogeneous graph embeddings

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PassGPT: Password Modeling and (Guided) Generation with Large Language Models

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A secure edge computing model using machine learning and IDS to detect and isolate intruders

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Dynamic Security Analysis on Android: A Systematic Literature Review

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Ransomware Detection on Linux Using Machine Learning with Random Forest Algorithm

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近5年高被引文献
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security

article Full Text OpenAlex 1099 FWCI179.74882392

A Survey on Metaverse: Fundamentals, Security, and Privacy

article Full Text OpenAlex 1085 FWCI211.52865564

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

article Full Text OpenAlex 1015 FWCI197.5750933

Anomaly Detection: A Survey

book-chapter Full Text OpenAlex 1005 FWCI143.04242789

A Unifying Review of Deep and Shallow Anomaly Detection

article Full Text OpenAlex 715 FWCI80.14683069

Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

article Full Text OpenAlex 709 FWCI151.89739709

Natural Adversarial Examples

article Full Text OpenAlex 664 FWCI69.98737328

FakeBERT: Fake news detection in social media with a BERT-based deep learning approach

article Full Text OpenAlex 658 FWCI195.1567492

Fake news detection: A hybrid CNN-RNN based deep learning approach

article Full Text OpenAlex 526 FWCI175.21086902

CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment

article Full Text OpenAlex 526 FWCI231.20450554