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Visar resultat 1 - 5 av 14 uppsatser som matchar ovanstående sökkriterier.

1. 1. Malicious Activity Detection in Encrypted Network Traffic using A Fully Homomorphic Encryption Method

   Magister-uppsats, Högskolan i Halmstad/Akademin för informationsteknologi

   Författare :Resmi Adiyodi Madhavan; Ann Zenna Sajan; [2022]
   Nyckelord :Malicious Activity Detection; Cloud Computing; Network Traffic; Fully Homomorphic Encryption FHE ; Machine Learning; Random Forest RF ; Logistic Regession LR ;

   Sammanfattning : Everyone is in need for their own privacy and data protection, since encryption transmission was becoming common. Fully Homomorphic Encryption (FHE) has received increased attention because of its capability to execute calculations over the encoded domain. Through using FHE approach, model training can be properly outsourced. LÄS MER

3. 2. Anomaly Detection in Networks using Autoencoder and Unsupervised Learning Methods

   Kandidat-uppsats, Mälardalens högskola/Akademin för innovation, design och teknik

   Författare :Simon Azmoudeh Fard; [2021]
   Nyckelord :;

   Sammanfattning : The increasing popularity of networking devices at workplaces leads to an exponential increase in the frequency of network attacks. This leads to having protected networks being more and more important. Because of the increase in network activity workplaces have started to leave anomaly detection in the hands of artificial intelligence. LÄS MER

4. 3. Upphovsrättsligt intrång vid automatiserad datorstödd analys av information - Om användningen av data vid text- och datautvinning innebär ett upphovsrättsligt intrång

   Kandidat-uppsats, Lunds universitet/Institutionen för handelsrätt

   Författare :Linn Månsson; [2020]
   Nyckelord :Immaterialrätt; upphovsrätt; ensamrätt; exemplarframställning; Copyright; Text- och datautvinning; Text och data mining; DSM-direktivet; KDD; tillfällig exemplarframställning; mode algoritmer; myndighetsbeslut; Government decisions; fashion algorithms; Infosoc-direktivet; Intellectual property; IP; Artificiell intelligens; AI; intrång; EU-rätt; EU-law; DSM-directive; Law and Political Science;

   Sammanfattning : The essay studies the problem between text and data mining (TDM) and copyrighted works. Through technological development, TDM is used, among other things, to make automated decisions in the authorities and in the fashion industry as tools that find similarities between different garments. LÄS MER

5. 4. Predicting Personal Taxi Destinations Using Artificial Neural Networks

   Master-uppsats, Linköpings universitet/Statistik och maskininlärning

   Författare :Schlyter Fredrik; [2018]
   Nyckelord :Machine Learning; Neural Networks; Destination prediction; Data mining;

   Sammanfattning : Taxi Stockholm is a Swedish taxi company which would like to improve their mobile phone application with a destination prediction feature. This thesis has created an algo- rithm which predicts a destination to which a taxi customer would like to go. The problem is approached using the KDD process and data mining methods. LÄS MER

7. 5. Deviation occurrence analysis in a human intensive production environment by using MES data

   Master-uppsats, KTH/Industriell produktion

   Författare :Alfonso Paz Alvarez; [2018]
   Nyckelord :Assembly line; Deviation; Human performance; Manufacturing Execution System; Cycle time; Digital environment; Montering linje; Avvikelse; Mänsklig prestation; Manufacturing Execution System; Cykeltid; Digital miljö;

   Sammanfattning : Despite decades of automation initiatives, manual assembly still represents one of the most cost-effective approaches in scenarios with high product variety and complex geometry. It represents 50% of total production time and 20% of total production cost. LÄS MER