Essays about: "Data Encodings"
Showing result 1 - 5 of 14 essays containing the words Data Encodings.
-
1. Antivirus performance in detecting Metasploit payloads : A Case Study on Anti-Virus Effectiveness
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : This paper will focus solely on the effectiveness of AV (antivirus) in detecting Metasploit payloads which have been encapsulated with different encapsulation modules. There seems to be a significant knowledge gap in the evaluation of commercial antivirus's software and their ability to detect malicious code and stop such code from being executed on IT systems. READ MORE
-
2. Compression Selection for Columnar Data using Machine-Learning and Feature Engineering
University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)Abstract : There is a continuously growing demand for improved solutions that provide both efficient storage and efficient retrieval of big data for analytical purposes. This thesis researches the use of machine-learning together with feature engineering to recommend the most cost-effective compression algorithm and encoding combination for columns in a columnar database management system (DBMS). READ MORE
-
3. Distance preserving Fermat VAE
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Deep neural networks takes their strength in the representations, or features, that they internally build. While these internal encodings help networks performing classification or regression tasks on specific data types, it exists a branch of machine learning that has for only purpose to build these representations. READ MORE
-
4. Evaluating performance of homomorphic encryption applied on delta encoding
University essay from Linköpings universitet/Databas och informationsteknikAbstract : Homomorphic encryption is an encryption scheme that allows for simple operations on encrypted data. These operations are mainly boolean circuits combined into more complexarithmetic operations, rotations, and others. Homomorphic encryption was first implemented in 2009, and in the following decade, many different versions emerged. READ MORE
-
5. Tree positional encodings for transformer models on HTML DOM tree element classification : Enabling structurally aware transformer models through positional encodings to improve performance on an HTML element classification problem
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With the continued proliferation of access and the usage of the internet, the field of web learning is continuously growing in order to automate and improve parts of our experience on the web. Research in web learning has often lagged behind its counterparts in Natural Language Processing (NLP), novel methods often reach adoption in web learning research with a delay. READ MORE