Boosting the phishing detection performance by semantic analysis
… The semantic information of phishing websites was explored in this study to fully extract the
features of phishing pattern and boost the phishing detection performance. In recent years, …
features of phishing pattern and boost the phishing detection performance. In recent years, …
[PDF][PDF] Semantic Based Greedy Levy Gradient Boosting Algorithm for Phishing Detection.
RS Jenni, S Shankar - Computer Systems Science & …, 2022 - pdfs.semanticscholar.org
… for website phishing detection is presented in this paper. Latent semantic analysis is the …
The performance is assessed by the boosting technique to evaluate the effectiveness of our …
The performance is assessed by the boosting technique to evaluate the effectiveness of our …
Improving the effectiveness of phishing detection Using lexical semantics; A machine-learning based approach
KJ Rijnbergen - 2020 - essay.utwente.nl
… In addition, we will evaluate the performance of the adaptive boosting algorithm, … In this
chapter, we present the performance of our optimal solution to the problem of phishing detection. …
chapter, we present the performance of our optimal solution to the problem of phishing detection. …
Phishing detection system through hybrid machine learning based on URL
… classify the phishing URLs and evaluate their performance in … 3) GRADIENT BOOSTING
MACHINE Gradient boosting … to perform gradient boosting for data classification. Gradient …
MACHINE Gradient boosting … to perform gradient boosting for data classification. Gradient …
[PDF][PDF] From Phishing Behavior Analysis and Feature Selection to Enhance Prediction Rate in Phishing Detection
AR Omar, S Taie, ME Shaheen - International Journal of …, 2023 - pdfs.semanticscholar.org
… could maintain its performance and detect any phishing URL … phishing detection method
is superior than conventional methods, with a detection accuracy of 99.17% using the XG Boost …
is superior than conventional methods, with a detection accuracy of 99.17% using the XG Boost …
From feature engineering and topics models to enhanced prediction rates in phishing detection
… 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. …
techniques brought essential boosts in the performance of phishing detection approaches. …
Improving the phishing website detection using empirical analysis of Function Tree and its variants
… The increasing acceptance and adoption of information technology (IT) have led to an …
of the ML-based phishing detection solution depends on the performance of the chosen ML …
of the ML-based phishing detection solution depends on the performance of the chosen ML …
The answer is in the text: Multi-stage methods for phishing detection based on feature engineering
… 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 …
, proved to support the semantic and similarity enrichment and boost the performance of the …
An in-depth benchmarking and evaluation of phishing detection research for security needs
… , 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 …
show that the imbalanced nature of phishing attacks affects the detection systems’ performance …
An improved ELM-based and data preprocessing integrated approach for phishing detection considering comprehensive features
… 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 …
of phishing attacks show an increasing trend despite the fact that many anti-phishing solutions …