Essays about: "Deep Fingerprinting"

Found 5 essays containing the words Deep Fingerprinting.

1. 1. Machine Learning-based MIMO Indoor Positioning

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Qiyi Chen; [2023]
   Keywords : Technology and Engineering;

   Abstract : The most widely used positioning system is Global Navigation Satellite System (GNSS), which uses traditional positioning techniques and cannot achieve satisfactory positioning performance in indoor scenarios due to Non-Line-of-Sight (NLoS) transmission. Fingerprinting is a non-traditional positioning technique that is robust to NLoS transmission in indoor scenarios. READ MORE

3. 2. Towards Realistic Datasets forClassification of VPN Traffic : The Effects of Background Noise on Website Fingerprinting Attacks

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Christoffer Sandquist; Jon-Erik Ersson; [2023]
   Keywords : Data collection; Website fingerprinting; dataset; traffic analysis; VPN; encrypted traffic; machine learning; deep learning; network measurements; twitch; Datainsamling; Profilering av hemsidor; dataset; trafikanalys; VPN; krypterad trafik; maskininlärning; djupinlärning; nätverksmätningar; twitch;

   Abstract : Virtual Private Networks (VPNs) is a booming business with significant margins once a solid user base has been established and big VPN providers are putting considerable amounts of money into marketing. However, there exists Website Fingerprinting (WF) attacks that are able to correctly predict which website a user is visiting based on web traffic even though it is going through a VPN tunnel. READ MORE

4. 3. The Effect Background Traffic in VPNs has on Website Fingerprinting

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Gustav Rehnholm; [2023]
   Keywords : Website Fingerprinting; Virtual Private Network; Deep Learning; Mönsterigenkänning; Virtuellt Privat Nätverk; Djup Inlärning;

   Abstract : Tor and VPNs are used by many to be anonymous and circumvent censorship on the Internet. Therefore, traffic analysis attacks that enable adversaries to link users to their online activities are a severe threat. READ MORE

5. 4. Evaluation of a Proposed Traffic-Splitting Defence for Tor : Using Directional Time and Simulation Against TrafficSliver

   University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

   Author : Jonathan Magnusson; [2021]
   Keywords : Tor; Website Fingerprinting; Deep Learning; Deep Fingerprinting; Traffic Splitting; TrafficSliver;

   Abstract : Tor is a Privacy-Enhancing Technology based on onion routing which lets its users browse the web anonymously. Even though the traffic is encrypted in multiple layers, traffic analysis can still be used to gather information from meta-data such as time, size, and direction of the traffic. READ MORE

6. 5. Learned Multi-Sensor Indoor Positioning of Mobile Devices

   University essay from Lunds universitet/Matematik LTH

   Author : Christoffer Kjellson; [2021]
   Keywords : Indoor Positioning; Deep Learning; Fingerprinting; RSSI; Machine Learning; Pedestrian Dead Reckoning; Kaggle; Sensor Fusion; SDAE; LSTM; Technology and Engineering; Mathematics and Statistics;

   Abstract : Attenuation of the microwave signal used in the Global Positioning System (GPS) due to interaction with building structures complicates the task of accurate indoor positioning. For this reason, research on alternative approaches is being performed at universities and companies worldwide. READ MORE