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Showing result 1 - 5 of 12 essays matching the above criteria.

1. 1. KARTAL: Web Application Vulnerability Hunting Using Large Language Models : Novel method for detecting logical vulnerabilities in web applications with finetuned Large Language Models

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Sinan Sakaoglu; [2023]
   Keywords : Broken Access Control; Vulnerability; Large Language Models; Web Application; API; Detection; Scanner; DAST; Application Security; Brutet åtkomstkontroll; Sårbarhet; Stora språkmodeller; Webbapplikation; API; Upptäckt; Skanner; DAST; Applikationssäkerhet;

   Abstract : Broken Access Control is the most serious web application security risk as published by Open Worldwide Application Security Project (OWASP). This category has highly complex vulnerabilities such as Broken Object Level Authorization (BOLA) and Exposure of Sensitive Information. READ MORE

3. 2. Semi-Supervised Head Detection for Low Resolution Images

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Annie Biby Rapheal; [2023]
   Keywords : Object detection; Semi Supervised Learning; Head detection; Objektdetektion; Semisupervised Learning; Huvuddetektion;

   Abstract : Object detection is a widely researched and applied field in computer vision. Deep learning models have successfully been used for object detection over the years. The performance of State of the art (SOTA) object detection deep learning models is dependent on the number of labeled images. READ MORE

4. 3. “I Belong Nowhere”:Identity Construction and Othering Experience of Second-Generation Immigrants in Japan

   University essay from Stockholms universitet/Institutionen för pedagogik och didaktik

   Author : Sota Ohata; [2023]
   Keywords : Second-generation immigrants; Immigrants; Refugees; Migrant Education; Othering; Identity Construction; Narrative Inquiry; Biographical Methods; Japan;

   Abstract : The increase in international mobility driven by globalization has led to a profound impact on education worldwide, as evidenced by a 26% rise in the number of school-aged children with migrant and refugee backgrounds since 2000. This global trend has presented challenges for educational institutions in both countries with traditionally high immigrant populations and those previously considered homogeneous. READ MORE

5. 4. Deriving an Natural Language Processing inference Cost Model with Greenhouse Gas Accounting : Towards a sustainable usage of Machine Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Tom Axberg; [2022]
   Keywords : Machine Learning; Inference; Inferencing; Natural Language Processing; Pre-trained Language Model; Greenhouse Gas; Software Energy Measurement; Floating Point Operations; Green-AI; Green-IT; OPEX; Maskininlärning; Slutledning; Naturlig Språkbehandling; Förutbildad språkmodell; Växthusgas; Energimätning av Mjukvara; Green-AI; Green-IT. OPEX;

   Abstract : The interest in using State-Of-The-Art (SOTA) Pre-Trained Language Model (PLM) in product development is growing. The fact that developers can use PLM has changed the way to build reliable models, and it is the go-to method for many companies and organizations. READ MORE

6. 5. Transformer-based Source Code Description Generation : An ensemble learning-based approach

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Mantzaris Antonios; [2022]
   Keywords : Natural Language Processing; Code Summarization; Transformers; Text Generation; Ensemble Learning; BLEU; Naturlig språkbehandling; Kodsammanfattning; Transformatorer; Textgenerering; Ensemble Lärande; BLEU;

   Abstract : Code comprehension can be significantly benefited from high-level source code summaries. For the majority of the developers, understanding another developer’s code or code that was written in the past by them, is a timeconsuming and frustrating task. READ MORE