专题：Internet Traffic Analysis and Secure E-voting

This cluster of papers focuses on the application of machine learning and deep learning techniques for the classification and analysis of internet traffic, including encrypted traffic, network behavior, and IoT device identification. It also covers topics related to anonymity, traffic analysis, and electronic voting.
最新文献
Anamorphic-Resistant Encryption; Or Why the Encryption Debate is Still Alive

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Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects

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Scalable Private Signaling

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On the Nature and Security of Expiring Digital Cash

article Full Text OpenAlex

Performance Analysis of Machine Learning Algorithm in Spam Email Classification

article Full Text OpenAlex

Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge

article Full Text OpenAlex

A Survey on Trustworthy LLM Agents: Threats and Countermeasures

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Anomaly detection in encrypted network traffic using self-supervised learning

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A verifiable efficient federated learning method based on adaptive Boltzmann selection for data processing in the internet of things

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AutoFlow: An Autoencoder-Based Approach for IP Flow Record Compression with Minimal Impact on Traffic Classification

article Full Text OpenAlex

近5年高被引文献
Edge-IIoTset: A New Comprehensive Realistic Cyber Security Dataset of IoT and IIoT Applications for Centralized and Federated Learning

article Full Text OpenAlex 517 FWCI77.505

Federated-Learning-Based Anomaly Detection for IoT Security Attacks

article Full Text OpenAlex 502 FWCI56.824

Seven Months with the Devils: A Long-Term Study of Content Polluters on Twitter

article Full Text OpenAlex 424 FWCI31.483

Federated Machine Learning: Survey, Multi-Level Classification, Desirable Criteria and Future Directions in Communication and Networking Systems

article Full Text OpenAlex 412 FWCI42.728

A Comprehensive Survey of Privacy-preserving Federated Learning

review Full Text OpenAlex 386 FWCI7.66

An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks

article Full Text OpenAlex 378 FWCI23.523

HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

article Full Text OpenAlex 362 FWCI31.165

A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges

review Full Text OpenAlex 348 FWCI14.368

Recent Advances on Federated Learning for Cybersecurity and Cybersecurity for Federated Learning for Internet of Things

article Full Text OpenAlex 321 FWCI39.358

A survey on federated learning: challenges and applications

article Full Text OpenAlex 314 FWCI38.223