Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of
IoT Traffic with Neural Networks

Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks

31 August 2019

Zhou Li

Kehuan Zhang

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Papers citing "Your Smart Home Can't Keep a Secret: Towards Automated Fingerprinting of IoT Traffic with Neural Networks"

15 / 15 papers shown

Title
Traffic Modeling for Network Security and Privacy: Challenges Ahead Dinil Mon Divakaran AAML 112 0 0 28 Mar 2025
UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security Binghui Wu D. Divakaran M. Gurusamy 93 0 0 06 Mar 2025
DeviceRadar: Online IoT Device Fingerprinting in ISPs using Programmable Switches Ruoyu Li Qing Li Tao Lin Qingsong Zou Dan Zhao Yucheng Huang Gareth Tyson Guorui Xie Yong Jiang 127 2 0 19 Apr 2024
TrafficGPT: Breaking the Token Barrier for Efficient Long Traffic Analysis and Generation Jian Qu Xiaobo Ma Jianfeng Li AI4TS 97 12 0 09 Mar 2024
Exploring Emerging Trends in 5G Malicious Traffic Analysis and Incremental Learning Intrusion Detection Strategies Zihao Wang K. Fok V. Thing 69 3 0 22 Feb 2024
Locality Sensitive Hashing for Network Traffic Fingerprinting Nowfel Mashnoor Jay Thom A. Rouf S. Sengupta Batyr Charyyev 33 1 0 12 Feb 2024
On the Feasibility of Fingerprinting Collaborative Robot Network Traffic Cheng Tang Diogo Barradas Urs Hengartner Yue Hu 43 0 0 11 Dec 2023
Voice App Developer Experiences with Alexa and Google Assistant: Juggling Risks, Liability, and Security William Seymour Noura Abdi K. Ramokapane Jide S. Edu Guillermo Suarez-Tangil Jose Such ELM 67 5 0 15 Nov 2023
ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification Binghui Wu Philipp Gysel D. Divakaran Gurusamy Mohan 69 2 0 12 Oct 2023
A Systematic Review of Ethical Concerns with Voice Assistants W. Seymour Xiao Zhan Mark Coté Jose Such 52 17 0 08 Nov 2022
Machine Learning for Encrypted Malicious Traffic Detection: Approaches, Datasets and Comparative Study Zihao Wang Fok Kar Wai V. Thing AAML 75 79 0 17 Mar 2022
Classification of Encrypted IoT Traffic Despite Padding and Shaping Aviv Engelberg A. Wool 66 14 0 21 Oct 2021
Cost-aware Feature Selection for IoT Device Classification Biswadeep Chakraborty D. Divakaran Ido Nevat G. Peters M. Gurusamy 67 27 0 02 Sep 2020
Identification of Wearable Devices with Bluetooth Hidayet Aksu S. M. I. A. Selcuk Uluagac •. E. S. Bentley 43 44 0 27 Sep 2018
Peek-a-Boo: I see your smart home activities, even encrypted! Abbas Acar Hossein Fereidooni Tigist Abera A. Sikder Markus Miettinen Hidayet Aksu Mauro Conti A. Sadeghi Selcuk Uluagac 92 275 0 08 Aug 2018