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
Boosted Ensemble Voting for Intrusion Detection: A SHAP-Driven Analysis of XGBoost and CatBoost

article Full Text OpenAlex

Large language model (LLM) for software security: Code analysis, malware analysis, reverse engineering

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AutoPentester: An LLM Agent-based Framework for Automated Pentesting

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DevSecPrivacyAIOps: An Integrated Framework for Intelligent Security, Privacy, and Operations in Modern Software Development

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Covert Surveillance in Smart Devices: A Scour Framework Analysis of Youth Privacy Implications

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Unleashing GHOST: An LLM-Powered Framework for Automated Hardware Trojan Design

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Top-K Feature Selection for IoT Intrusion Detection: Contributions of XGBoost, LightGBM, and Random Forest

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IMTD: intelligent malware threat detection using transfer learning methods in IoT environment

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Autonomous penetration testing using reinforcement learning: A review and perspectives

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A comprehensive survey on intrusion detection systems with advances in machine learning, deep learning and emerging cybersecurity challenges

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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 1184 FWCI126.1978

A Survey on Metaverse: Fundamentals, Security, and Privacy

article Full Text OpenAlex 1164 FWCI169.2472

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

article Full Text OpenAlex 835 FWCI112.4201

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

article Full Text OpenAlex 678 FWCI137.2093

Fake news, disinformation and misinformation in social media: a review

review Full Text OpenAlex 607 FWCI356.7405

A Comprehensive Review of Cyber Security Vulnerabilities, Threats, Attacks, and Solutions

review Full Text OpenAlex 577 FWCI116.9057

UniXcoder: Unified Cross-Modal Pre-training for Code Representation

article Full Text OpenAlex 517 FWCI73.4378

Use Chat GPT to Solve Programming Bugs

article Full Text OpenAlex 372 FWCI81.9314

Adversarial Machine Learning for Network Intrusion Detection Systems: A Comprehensive Survey

article Full Text OpenAlex 345 FWCI61.0112

Internet of Things (IoT) Security Intelligence: A Comprehensive Overview, Machine Learning Solutions and Research Directions

article Full Text OpenAlex 338 FWCI46.6971