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A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
Published 2022“…This thesis proposes a TLS-based malware detection (TLSMalDetect) approach based on ML classification to address flow feature utilization limitations in related work. …”
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A Machine Learning Classification Approach to Detect TLS-based Malware using Entropy-based Flow Set Features
Published 2022“…Due to the complexity of TLS traffic decryption, several anomaly-based detection studies have been conducted to detect TLS-based malware using different features and machine learning (ML) algorithms. …”
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Compact broadband triple-ring five-port reflectometer for microwave brain imaging applications
Published 2019“…Genetic algorithm and quasi-Newton algorithm are used in optimizing the final prototype for operation in the frequency band used for brain microwave imaging. …”
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Position estimation comparison of a 3-D linear lateration algorithm with a reference selection technique
Published 2018“…The two five-GRS linear lateration algorithms chosen for comparison are based on single reference total least square (SF-TLS) and multiple reference least square (MF-LS) approaches. …”
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Improvement of vertical height accuracy using data fusion technique for terrain mapping in oil palm plantation
Published 2018“…The result indicates that filtering algorithm in TerraScan was good enough to be used for TLS data in oil palm plantation. …”
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Encryption method for SCADA security enhancement
Published 2014“…Severla techniques were also implemented " such as using secure socket layer/transport layer security (SSL/TLS), secure shell (SSH) and Internet Protocol Security (IPSec)" for securing data across internet and overcoming the attacks and security because these are based on TCP/IP protocol for communication and on cryptography algorithms for the purpose of security. …”
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Slope inspection system using image processed by machine learning algorithm to determine risk of slope failure
Published 2020“…The algorithm assesses the level of risk based on trained supervised images identified by experts in the field. …”
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Efficient dynamic DNA-based block cipher algorithm
Published 2023“…The proposed method involves utilising DNA-based components consisting of the nucleotides {A, T, G, C} to generate a novel Dynamic DNA-based S-Box. …”
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9
Slope inspection system: using image processed by machine learning algorithm to determine risk of slope failure
Published 2020“…The algorithm assesses the level of risk based on trained supervised images identified by experts in the field. …”
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