Cover Image

Magnifier: Detecting Network Access via Lightweight Traffic-based Fingerprints

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Wenhao, Wang, Qiang, Bao, Huaifeng, Zhang, Xiao-Yu, Ying, Lingyun, Li, Zhaoxuan
Format:	Preprint
Published:	2024
Subjects:	Networking and Internet Architecture Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Heimdallr: Fingerprinting SD-WAN Control-Plane Architecture via Encrypted Control Traffic
by: Seo, Minjae, et al.
Published: (2025)

Locality Sensitive Hashing for Network Traffic Fingerprinting
by: Mashnoor, Nowfel, et al.
Published: (2024)

Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction
by: Li, Ruoyu, et al.
Published: (2024)

ConCap: Practical Network Traffic Generation for (ML- and) Flow-based Intrusion Detection Systems
by: Verkerken, Miel, et al.
Published: (2025)

UDFS: Lightweight Representation-Driven Open World Robust Encrypted Traffic Classification
by: Xian, Youquan, et al.
Published: (2025)

Seqnature: Extracting Network Fingerprints from Packet Sequences
by: Varmarken, Janus, et al.
Published: (2023)

Unlearning-Enhanced Website Fingerprinting Attack: Against Backdoor Poisoning in Anonymous Networks
by: Yuan, Yali, et al.
Published: (2025)

Scalable and Robust Mobile Activity Fingerprinting via Over-the-Air Control Channel in 5G Networks
by: Yoon, Gunwoo, et al.
Published: (2024)

Slice-Aware Spoofing Detection in 5G Networks Using Lightweight Machine Learning
by: Ganiuly, Daniyal, et al.
Published: (2025)

Minimally Intrusive Access Management to Content Delivery Networks based on Performance Models and Access Patterns
by: Rodrigues, Lenise M. V., et al.
Published: (2024)

Analyzing Unsolicited Internet Traffic: Measuring IoT Security Threats via Network Telescopes
by: Ismail, Shereen, et al.
Published: (2026)

STAR: Semantic-Traffic Alignment and Retrieval for Zero-Shot HTTPS Website Fingerprinting
by: Cheng, Yifei, et al.
Published: (2025)

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
by: Qian, Chen, et al.
Published: (2024)

DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches
by: Li, Ruoyu, et al.
Published: (2024)

Fingerprinting Browsers in Encrypted Communications
by: Aneja, Sandhya, et al.
Published: (2024)

Blockchain-Based Multi-Path Mobile Access Point Selection for Secure 5G VANETs
by: Zhang, Zhiou, et al.
Published: (2024)

MTDSense: AI-Based Fingerprinting of Moving Target Defense Techniques in Software-Defined Networking
by: Moghaddam, Tina, et al.
Published: (2024)

Zero-Trust Network Access (ZTNA)
by: Mavroudis, Vasilios
Published: (2024)

Less is More: Simplifying Network Traffic Classification Leveraging RFCs
by: Wickramasinghe, Nimesha, et al.
Published: (2025)

Convolutional-Neural-Networks for Deanonymisation of I2P Traffic
by: Rohrer, Luca, et al.
Published: (2026)

SoK: Decoding the Enigma of Encrypted Network Traffic Classifiers
by: Wickramasinghe, Nimesha, et al.
Published: (2025)

StormShield: Fingerprint-Based Detection and Mitigation of RRC Signaling Storms in O-RAN 5G RANs
by: Giustini, Noemi, et al.
Published: (2026)

Fingerprinting Deep Packet Inspection Devices by Their Ambiguities
by: Xue, Diwen, et al.
Published: (2025)

RevealNet: Distributed Traffic Correlation for Attack Attribution on Programmable Networks
by: Singh, Gurjot, et al.
Published: (2025)

Access-based Lightweight Physical Layer Authentication for the Internet of Things Devices
by: Khan, Saud, et al.
Published: (2023)

Adversarial Pre-Padding: Generating Evasive Network Traffic Against Transformer-Based Classifiers
by: Jing, Quanliang, et al.
Published: (2025)

Noisy Networks, Nosy Neighbors: Inferring Privacy Invasive Information from Encrypted Wireless Traffic
by: Burgiel, Bartosz
Published: (2025)

Saflo: eBPF-Based MPTCP Scheduler for Mitigating Traffic Analysis Attacks in Cellular Networks
by: Lee, Sangwoo, et al.
Published: (2025)

TSA-WF: Exploring the Effectiveness of Time Series Analysis for Website Fingerprinting
by: Wrana, Michael, et al.
Published: (2025)

LLM-based Continuous Intrusion Detection Framework for Next-Gen Networks
by: Adjewa, Frederic, et al.
Published: (2024)

MeshGuard: MUD-Based Network Access Control for Large-Scale Thread-Powered IoT Networks
by: George, Dominik Roy, et al.
Published: (2026)

A Case for Network-wide Orchestration of Host-based Intrusion Detection and Response
by: Timmons, Mark, et al.
Published: (2025)

A Novel Open Set Energy-based Flow Classifier for Network Intrusion Detection
by: Souza, Manuela M. C., et al.
Published: (2021)

Holmes: An Evidence-Grounded LLM Agent for Auditable DDoS Investigation in Cloud Networks
by: Chen, Haodong, et al.
Published: (2026)

Detecting Adversarial Spectrum Attacks via Distance to Decision Boundary Statistics
by: Zhao, Wenwei, et al.
Published: (2024)

Efficient Network Traffic Feature Sets for IoT Intrusion Detection
by: Silva, Miguel, et al.
Published: (2024)

Large Language Models powered Malicious Traffic Detection: Architecture, Opportunities and Case Study
by: Zhang, Xinggong, et al.
Published: (2025)

More Than Meets the Eye: A Semantics-Aware Traffic Augmentation Framework for Generalizable Website Fingerprinting
by: Xian, Youquan, et al.
Published: (2026)

Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions
by: Yang, Shuo, et al.
Published: (2025)

Generalized Encrypted Traffic Classification Using Inter-Flow Signals
by: Bianchi, Federica, et al.
Published: (2025)