… classify the phishing URLs and evaluate their performance in … 3) GRADIENT BOOSTING
MACHINE Gradient boosting … to perform gradient boosting for data classification. Gradient …

… To do this, it employs Probabilistic Latent Semantic Analysis (PLSA) to build a topic model, …
techniques brought essential boosts in the performance of phishing detection approaches. …

… method associates Principal Component Analysis (PCA) and Latent Semantic Analysis (LSA)…
, proved to support the semantic and similarity enrichment and boost the performance of the …

… , varying legitimate to phishing ratios and increasing the size of … performance. Our results
show that the imbalanced nature of phishing attacks affects the detection systems’ performance …

… ), Gradient Boosting Tree provides highest performance with … ] which was able to detect
phishing webpages without using … Zouina and Outtaj [11] have presented a phishing detection …

… for performing the sentiment analysis through which business performance can be boosted.
… As a result, the Danish bank has created a sophisticated fraud detection system with the …

… Phishing offenses are increasing, resulting in … the performance of the phishing detection
approach, and various classification algorithms are employed. Furthermore, the performance of …

… Boost the detection performance by using the improved ELM-based classifier. … The events
of phishing attacks show an increasing trend despite the fact that many anti-phishing solutions …

… noises in enhancing robustness of the phishing URL classifiers … , SVM ensemble) for
enhancing the robustness and accuracy … to analyze the performance of SVM classifier for phishing …

… However, for our syntactic and semantic analysis, we only took into account words that are …
Geng, GG Boosting the phishing detection performance by semantic analysis. In Proceedings …