Feature Selection for Image Steganalysis Using Binary Bat Algorithm
نویسندگان
چکیده
منابع مشابه
Rough Set Feature Selection Using Bat Algorithm
Classification technique can solve several problems in different fields like medicine, industry, business, science. Noise random error or variance in a measured variable.Reduction is one of the most popular techniques to remove noisy data. Two reduction technique are used for it (FS) Feature Selection and (FE) Feature Extraction. Feature Selection (FS) is a solution that involves finding a subs...
متن کاملOptimized Image Steganalysis through Feature Selection using MBEGA
Feature based steganalysis, an emerging branch in information forensics, aims at identifying the presence of a covert communication by employing the statistical features of the cover and stego image as clues/evidences. Due to the large volumes of security audit data as well as complex and dynamic properties of steganogram behaviours, optimizing the performance of steganalysers becomes an import...
متن کاملAn Improved Image Steganalysis Using a Novel Feature Selection Algorithm Based on Artificial Bee Colony
One of the most important phases of pre-processing is Feature selection, which can improve the predictive accuracy of steganalysis. In this study, we have presented a novel feature selection-based method to image steganalysis for detecting stego images from cover images based on artificial bee colony (ISBC). The experiments show that the proposed method is easy to be employed for steganalysis p...
متن کاملNaive Bayes-Guided Bat Algorithm for Feature Selection
When the amount of data and information is said to double in every 20 months or so, feature selection has become highly important and beneficial. Further improvements in feature selection will positively affect a wide array of applications in fields such as pattern recognition, machine learning, or signal processing. Bio-inspired method called Bat Algorithm hybridized with a Naive Bayes classif...
متن کاملReliable and Adaptive Steganalysis Method for Binary Image Using CRMST Algorithm
Data security is one of the most vigorous fields of study in Informatics and Computer Forensic. Author right for intellectual stuff is a real challenge, particularly when information is processed and transmitted. One of the electronic methods of digital data is images. They are widely used in organizations, research institutions, and in environments where speedy, secured and minimized distortio...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Access
سال: 2020
ISSN: 2169-3536
DOI: 10.1109/access.2019.2963084