Traffic Modeling for Network Security and Privacy: Challenges Ahead

28 March 2025

Papers citing "Traffic Modeling for Network Security and Privacy: Challenges Ahead"

16 / 16 papers shown

Title
ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification Binghui Wu Philipp Gysel D. Divakaran Gurusamy Mohan 59 2 0 12 Oct 2023
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification Xinjie Lin G. Xiong Gaopeng Gou Zhen Li Junzheng Shi Jiahao Yu 54 253 0 13 Feb 2022
A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques Minzhao Lyu Hassan Habibi Gharakheili V. Sivaraman 57 48 0 03 Jan 2022
Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN Guanxiong Shen Junqing Zhang A. Marshall Linning Peng Xianbin Wang 93 106 0 30 Dec 2020
Cost-aware Feature Selection for IoT Device Classification Biswadeep Chakraborty D. Divakaran Ido Nevat G. Peters M. Gurusamy 53 27 0 02 Sep 2020
Analyzing the Real-World Applicability of DGA Classifiers Arthur Drichel Ulrike Meyer Samuel Schüppen Dominik Teubert 31 36 0 19 Jun 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 490 20,342 0 23 Oct 2019
Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks Shuaike Dong Zhou Li Di Tang Jiongyi Chen Menghan Sun Kehuan Zhang 62 57 0 31 Aug 2019
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection Q. Nguyen Kar Wai Lim D. Divakaran K. H. Low M. Chan DRL 50 137 0 15 Mar 2019
Adversarially Learned Anomaly Detection Houssam Zenati Manon Romain Chuan-Sheng Foo Bruno Lecouat V. Chandrasekhar GAN 74 403 0 06 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
DÏoT: A Federated Self-learning Anomaly Detection System for IoT T. D. Nguyen Samuel Marchal Markus Miettinen Hossein Fereidooni Nadarajah Asokan A. Sadeghi 160 494 0 20 Apr 2018
Var-CNN: A Data-Efficient Website Fingerprinting Attack Based on Deep Learning Sanjit Bhat David Lu Albert Kwon S. Devadas AAML 64 193 0 28 Feb 2018
Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection Yisroel Mirsky Tomer Doitshman Yuval Elovici A. Shabtai 81 811 0 25 Feb 2018
Generative Adversarial Perturbations Omid Poursaeed Isay Katsman Bicheng Gao Serge J. Belongie AAML GAN WIGM 82 356 0 06 Dec 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017