Steganalysis with a Computational Immune System
نویسندگان
چکیده
Research in steganalysis is motivated by the concern that communications associated with illicit activity could be hidden in seemingly innocent electronic transactions. By developing defensive tools before steganographic communication grows, computer security professionals will be better prepared for the threat. This paper proposes a computational immune system (CIS) approach to blind steganography detection. ⇤ The views expressed in this article are those of the authors and do not reflect the o cial policy or position of the United States Air Force, Department of Defense, or the U.S. Government.
منابع مشابه
Blind Stenanography Detection Using a Computational Immune System: A Work in Progress
Research in steganalysis is motivated by the concern that communications associated with illicit activity could be hidden in seemingly innocent electronic transactions. By developing defensive tools before steganographic communication grows, computer security professionals will be better prepared for the threat. This paper proposes a computational immune system (CIS) approach to blind steganogr...
متن کاملSteganalysis of embedding in difference of image pixel pairs by neural network
In this paper a steganalysis method is proposed for pixel value differencing method. This steganographic method, which has been immune against conventional attacks, performs the embedding in the difference of the values of pixel pairs. Therefore, the histogram of the differences of an embedded image is di_erent as compared with a cover image. A number of characteristics are identified in the di...
متن کاملBlind Steganography Detection Using a Computational Immune System Approach: A Proposal
Research in steganalysis is motivated by the concern that communications associated with illicit activity could be hidden in seemingly innocent electronic transactions. By developing defensive tools before steganographic communication grows, computer security professionals will be better prepared for the threat. This paper proposes a computational immune system (CIS) approach to blind steganogr...
متن کاملIntelligent Steganalytic System: Application on Natural Language Environment
This paper presents a consolidated view of the computational intelligence used in the natural language steganalysis. In order to understand the human intelligence on natural language, four major computational intelligence methods have been identified. They are bayesian, fuzzy logic, neural network, and genetic algorithm. This paper also presents a measurement tool to measure the natural languag...
متن کاملComputational Intelligence in Steganalysis Environment
This paper presents gives a consolidated view of digital media steganalysis from the perspective of computational intelligence (CI). The environment of digital media steganalysis can be divided into three (3) domains which are image steganalysis, audio steganalysis, and video steganalysis. Three (3) major methods have also been identified in the computational intelligence based on these stegana...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016