2023年10月3日 · This work focuses on the steganalysis of injected malicious Least Significant Bit (LSB) steganography into AI models, and it is the first work focusing on AI model attacks. In response to this threat, this paper presents a steganalysis method specifically tailored to detect and mitigate malicious LSB steganography attacks based on supervised ...

2024年4月1日 · Malicious attackers can exploit shared models to launch cyber-attacks. This work focuses on the steganalysis of injected malicious Least Significant Bit (LSB) steganography into AI models, and it is the first work focusing on AI model attacks.

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LSB（least significant bit) 作为早期的隐写方法,LSB是一种基于图片最低有效位修改并储存信息的隐写方法.利用人眼对于色彩差异的不敏感性,将秘密信息通过一定的嵌入方法放入图片的最低有效位,从而将我们所需要隐藏的信息通过一定方法放入图片的最低有效位上 ...

2024年4月1日 · This work focuses on the steganalysis of injected malicious Least Significant Bit (LSB) steganography into AI models, and it is the first work focusing on AI model attacks. In response to this threat, this paper presents a steganalysis method specifically tailored to detect and mitigate malicious LSB steganography attacks based on supervised ...

Code repository for the research paper "Steganalysis of AI Models LSB Attacks". Steganography and Steganalysis framework for pytorch models. Code in this repository is available for non-commercial use.

LSB (Least Significant Bit) steganography techniques are applied for encryption and decryption functionalities. The primary goal is to create an application that employs LSB insertion to encode data within a cover image and, in a user-friendly manner, decode the original message from the embedded image.

The Image-Steganography-LSB application allows you to perform steganography using the Least Significant Bit (LSB) algorithm on images through a simple and interactive console interface. By leveraging the LSB algorithm, this application enables you to hide text-based information within image files, without perceptible changes to the image's ...

The Least Significant Bit (LSB) algorithm is one of the most common techniques to hide secret messages in an image. The main problem with LSB is knowing whether such an image has a secret message inside, making it easy to retrieve it by …

2025年1月16日 · LSB（Least Significant Bit）隐写术是最常用的隐写技术之一。 本文将深入探讨LSB隐写术的原理、传统算法、现代挑战以及破解方法。 LSB隐写术的核心思想是将信息嵌入到数字媒体的数据流中，通常是通过修改数字媒体数据的最不重要位（即最低有效位）。 这样做的原因是，对最低有效位的微小改动往往不会影响媒体内容的视觉效果或听觉效果。 选择载体：选择一个数字媒体作为载体，如图片、音频或视频。 信息预处理：将需要隐藏的信息进行编码，转换 …