Sökning: "george malki"

Hittade 3 uppsatser innehållade orden george malki.

  1. 1. Efficient Sentiment Analysis and Topic Modeling in NLP using Knowledge Distillation and Transfer Learning

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :George Malki; [2023]
    Nyckelord :Large Language Model; RoBERTa; Knowledge distillation; Transfer learning; Sentiment analysis; Topic modeling; Stor språkmodell; RoBERTa; Kunskapsdestillation; överföringsinlärning; Sentimentanalys; Ämnesmodellering;

    Sammanfattning : This abstract presents a study in which knowledge distillation techniques were applied to a Large Language Model (LLM) to create smaller, more efficient models without sacrificing performance. Three configurations of the RoBERTa model were selected as ”student” models to gain knowledge from a pre-trained ”teacher” model. LÄS MER

  3. 2. Penetrationstestning av IoT-produkter : Etisk hackning av en smart kamera

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Samuel Skoog; George Malki; [2021]
    Nyckelord :IoT; ethical hacking; firmware; security; vulnerabilities; camera; IoT; etisk hacking; firmware; säkerhet; sårbarheter; kamera;

    Sammanfattning : The IoT-market is set to continue growing in the foreseeable future. The market contains a plethora of devices that are able to send and receive data from the internet. Smart security cameras have become increasingly popular in the average household. It is therefore important to question the security of smart cameras. LÄS MER

  4. 3. Leder en lyckad finansiering till en lyckad investering? : En studie om hur svenska equity crowdfundingföretag utvecklas efter en kampanj

    Kandidat-uppsats, Södertörns högskola/Företagsekonomi

    Författare :George Malki; Ludwig Granström; [2020]
    Nyckelord :Equity crowdfunding; external financing; corporate finance; capital structure; Equity crowdfunding; extern finansiering; företagsfinansiering; kapitalstruktur;

    Sammanfattning : Background: Small and medium-sized enterprises account for the majority of the companies in Sweden. After the financial crisis, external financing has become increasingly difficult and a new phenomenon has emerged called crowdfunding. LÄS MER