Search Results for author:
Found 7 papers, 0 papers with code
Touch Analysis: An Empirical Evaluation of Machine Learning Classification Algorithms on Touch Data
When we combine the new features with the existing ones, SVM and kNN achieved the classification accuracy of 94. 7% and 94. 6%, respectively.
Presentation Attack Detection using Convolutional Neural Networks and Local Binary Patterns
The second uses a shallow CNN based on a modified Spoofnet architecture, which is trained normally.
Presentation Attack detection using Wavelet Transform and Deep Residual Neural Net
The bio-metric images, especially the iris and face, are vulnerable to different presentation attacks.
Continuous Authentication Using Mouse Clickstream Data Analysis
In authentication mode, all three classifiers achieved the highest accuracy (ACC) and Area Under Curve (AUC) from scenario B using the point and click action data: (Decision Tree ACC:87. 6%, AUC:90. 3%), (K-Nearest Neighbors ACC:99. 3%, AUC:99. 9%), and (Random Forest ACC:89. 9%, AUC:92. 5%).
Sentiment Analysis of Twitter Posts on Global Conflicts
Sentiment analysis of social media data is an emerging field with vast applications in various domains.
Thermal Face Image Classification using Deep Learning Techniques
Thermal images have various applications in security, medical and industrial domains.
CoAP-DoS: An IoT Network Intrusion Dataset
We develop a new data set by collecting network traffic from real CoAP denial of service attacks and compare the data on multiple different machine learning classifiers.
