Forensic hash for multimedia information

نویسندگان

  • Wenjun Lu
  • Avinash L. Varna
  • Min Wu
چکیده

Digital multimedia such as images and videos are prevalent on today’s internet and cause significant social impact, which can be evidenced by the proliferation of social networking sites with user generated contents. Due to the ease of generating and modifying images and videos, it is critical to establish trustworthiness for online multimedia information. In this paper, we propose a new framework to perform multimedia forensics by using compact side information to reconstruct the processing history of a multimedia document. We refer to this framework as FASHION, standing for Forensic hASH for informatION assurance. As a first step in the modular design for FASHION, we propose new algorithms based on Radon transform and scale space theory to effectively estimate the parameters of geometric transforms and detect local tampering that an image may have undergone. The FASHION framework is designed to answer a much broader range of questions regarding the processing history of multimedia data than simple binary decision from robust image hashing, and also offers more efficient and accurate forensic analysis than multimedia forensic techniques that do not use any side information.

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

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Preserving Trustworthiness and Confidentiality for Online Multimedia

Title of dissertation: PRESERVING TRUSTWORTHINESS AND CONFIDENTIALITY FOR ONLINE MULTIMEDIA Wenjun Lu, Doctor of Philosophy, 2011 Dissertation directed by: Professor Min Wu Department of Electrical and Computer Engineering Technology advancements in areas of mobile computing, social networks, and cloud computing have rapidly changed the way we communicate and interact. The wide adoption of medi...

متن کامل

A Novel Secure Image Hashing Based on Reversible Watermarking for Forensic Analysis

Nowadays, digital images and videos have become increasingly popular over the Internet and bring great social impact to a wide audience. In the meanwhile, technology advancement allows people to easily alter the content of digital multimedia and brings serious concern on the trustworthiness of online multimedia information. In this paper, we propose a new framework for multimedia forensics by u...

متن کامل

Title of dissertation : FUNDAMENTAL LIMITS IN MULTIMEDIA FORENSICS AND ANTI - FORENSICS

Title of dissertation: FUNDAMENTAL LIMITS IN MULTIMEDIA FORENSICS AND ANTI-FORENSICS Xiaoyu Chu, Doctor of Philosophy, 2015 Dissertation directed by: Professor K. J. Ray Liu Department of Electrical and Computer Engineering As the use of multimedia editing tools increases, people become questioning the authenticity of multimedia content. This is specially a big concern for authorities, such as ...

متن کامل

Detection of seam carving-based video retargeting using forensics hash

Seam carving is a content-aware multimedia retargeting technique to adaptively resize multimedia data for different display sizes. However, it can also be used to remove objects from digital object or video for malicious purposes. In this paper, a forensics hash-based tampering detection and localization approach is proposed for seam carving-based video retargeting. It extracts the invariant Sp...

متن کامل

Hash-Based File Content Identification Using Distributed Systems

A serious problem in digital forensics is handling very large amounts of data. Since forensic investigators often have to analyze several terabytes of data within a single case, efficient and effective tools for automatic data identification or filtering are very important. A commonly used data identification technique is using the cryptographic hash of a file and match it against white and bla...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010