… image similarity metrics for phishing detection. To reduce the performance costs due to reverse
… To understand the impact of the increasing sophistication of phishing attacks on existing …

… ABSTRACT Phishing has become an increasing concern … and improvement, existing phishing
detection techniques still … to enhance classification performance for phishing detection [21]…

… using the learned threshold generated by the Gradient Boosting (GB) mechanism. … Performance
analysis In this section, we use three metrics for evaluating performance of the detection …

… semantic analysis of an email and does not consider neither sender/subject information nor
phishing … show the effect of early stopping on enhancing the performance, with regard to the …

… to increase the detection of phishing websites. The classification performance of the LightGBM
… previous studies, the superior performance of Principal Component Analysis (PCA) and …

… [11] presented a text sentiment analysis comparison depending on machine learning. In
this the frequency term and frequency of inter document are to be examined due to the words …

… XGBoost is an algorithm based on gradient boosted decision trees that put speed and
performance in the foreground. It aims to reduce errors in the previous tree by producing a new …

… for detection, is a phishing detection system with considerable detection performance and
… , there is an increasing number of phishing detection approach machine learning method to …

… (it combines data sampling and boosting) with three … Analysis along with Latent Semantic
Analysis techniques were deployed. The second method accomplished the best performance …

… service usage is increasing year after … semantic and contextual information of the words
present in the corpus and is useful in machine learning algorithm to work with better performance…