Deeply‐Recursive Attention Network for video steganography

نویسندگان

چکیده

Video steganography plays an important role in secret communication that conceals a video cover by perturbing the value of pixels frames. Imperceptibility is first and foremost requirement any steganographic approach. Inspired fact human eyes perceive pixel perturbation differently different areas, novel effective efficient Deeply-Recursive Attention Network (DRANet) for to find suitable areas information hiding via modelling spatio-temporal attention proposed. The DRANet mainly contains two components, Non-Local Self-Attention (NLSA) block Co-Attention (NLCA) block. Specifically, NLSA can select frame which are computing correlations among inter- intra-cover NLCA aims effectively produce enhanced representations frames enhance robustness model alleviate influence video. Furthermore, reduces parameters performing similar operations on within input recursively. Experimental results show proposed achieves better performance with fewer than state-of-the-art competitors.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Video error correction using steganography

The transmission of any data is always subject to corruption due to errors, but video transmission, because of its real time nature must deal with these errors without retransmission of the corrupted data. The error can be handled using forward error correction in the encoder or error concealment techniques in the decoder. This MPEG-2 compliant codec uses data hiding to transmit error correctio...

متن کامل

Breaking the Digital Video Steganography

In this paper we provide a new digital video steganalysis algorithm. When frames of the cover video are embedded with secret messages, both number of connected component and number of holes will change dramatically, thus Euler number of the stego-frame will has pulsing increase. This proposed steganalysis algorithm is applied to stego-video, estimating steganographic algorithm for frames chosen...

متن کامل

Developing a Video Steganography Toolkit

Although techniques for separate image and audio steganography are widely known, relatively little has been described concerning the hiding of information within video streams (“video steganography”). In this paper we review the current state of the art in this field, and describe the key issues we have encountered in developing a practical video steganography system. A supporting video is also...

متن کامل

Identical Frames Based Video Steganography

Steganography is a technique employed for hiding the secret data under cover object. It resolves the problem of network security and provides secure communication through public and private channels. The cover can be text, image, audio or video. In this technique, the secret information is concealed in a video cover. Video file contains some identical frames, which are selected to hide the data...

متن کامل

Toward network steganography detection

Network steganography is a recently introduced, general term which describes all information hiding methods that may be used to hide secret data in the normal data transmissions of users. While sending encrypted information, enabled by some cryptographic algorithm, protects messages from being captured by unauthorized parties, steganographic techniques enable concealing the fact that a message ...

متن کامل

ذخیره 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: CAAI Transactions on Intelligence Technology

سال: 2023

ISSN: ['2468-2322', '2468-6557']

DOI: https://doi.org/10.1049/cit2.12191