Comparison of Digital Watermarking Methods for an Id Authentication System

Current radio-frequency identification (RFID) card authentication systems are not secure enough to fight the latest and most novel hacking methods. Poor software implementations, outdated cryptography algorithms and faulty hardware are just some of the most common ways of exploiting these systems. Research in the field of image processing and cryptography suggests that an additional authentication layer based on digital watermarking could help improve the level of security of traditional RFID cards. Unfortunately, not all watermarking methods can be implemented in an embedded device, such as the one used for RFID card systems. The aim of this work is to provide a comparison among different digital watermarking techniques that can be used to add the extra security layer required by the basic RFID card authentication systems. In this work, two widely known methods proposed by Kang et al. in 2010 and 2003, were selected as the basis to create a comparison framework for their implementation in an embedded device. Important elements such as algorithm complexity and memory occupation were measured and analyzed in order to select the best candidate for an RFID card system. The method proposed by Kang et al. in 2010 represented the option with lowest algorithmic complexity and less memory footprint, indicating that this method is the most suitable for its implementation in an authentication system.Los métodos de autenticación basados en tarjetas con tecnología RFID (del inglés, radiofrequency identification) no son lo suficientemente seguros para contrarrestar las técnicas de hackeo más novedosas y actuales. Implementaciones deficientes, algoritmos de criptografía obsoletos y errores de hardware son solo algunas de las formas más comunes para vulnerar este tipo de sistemas. Investigaciones en el área de procesamiento digital de imágenes y criptografía sugieren que una capa adicional de autenticación basada en marcas de agua digitales podría ayudar a incrementar el nivel de seguridad de las tarjetas RFID tradicionales. Desafortunadamente, no todos los métodos de marca de agua digital pueden ser implementados en un sistema embebido como el usado en los sistemas de tarjetas RFID. El objetivo de este trabajo en proveer una comparación entre diversas técnicas de marcas de agua digital que pueden ser usadas para proveer una capa de seguridad extra a los sistemas de autenticación basados en RFID. En este trabajo, dos métodos ampliamente conocidos propuestos por Kang y Cols. en el 2010 y 2003, fueron seleccionados como base para crear un marco de comparación para su implementación en un sistema embebido. Elementos importantes como complejidad algorítmica y ocupación de memoria fueron medidos y analizados para elegir el mejor candidato para un sistema de tarjetas RFID. El método propuesto por Kang y Cols. en 2010 representó la opción con la complejidad algorítmica más baja y menor ocupación de memoria, con lo que indicó que este método es el más apto para su implementación en un sistema de autenticación como el deseado.Continental AutomotiveConsejo Nacional de Ciencia y Tecnologí

Local Geometric Distortions Resilient Watermarking Scheme Based on Symmetry

As an efficient watermark attack method, geometric distortions destroy the synchronization between watermark encoder and decoder. And the local geometric distortion is a famous challenge in the watermark field. Although a lot of geometric distortions resilient watermarking schemes have been proposed, few of them perform well against local geometric distortion like random bending attack (RBA). To address this problem, this paper proposes a novel watermark synchronization process and the corresponding watermarking scheme. In our scheme, the watermark bits are represented by random patterns. The message is encoded to get a watermark unit, and the watermark unit is flipped to generate a symmetrical watermark. Then the symmetrical watermark is embedded into the spatial domain of the host image in an additive way. In watermark extraction, we first get the theoretically mean-square error minimized estimation of the watermark. Then the auto-convolution function is applied to this estimation to detect the symmetry and get a watermark units map. According to this map, the watermark can be accurately synchronized, and then the extraction can be done. Experimental results demonstrate the excellent robustness of the proposed watermarking scheme to local geometric distortions, global geometric distortions, common image processing operations, and some kinds of combined attacks

Robustness of a DFT based image watermarking method against am halftoning

U ovom radu je evaluirana otpornost na rastriranje metode označavanja slika bazirane na diskretnoj Fourierovoj transformaciji (DFT). Rastriranje se koristi za reprodukciju višetonskih slika. U istraživanju je korišten set od 1000 slika. Za rastriranje su korištena tri različita oblika rasterskog elementa (točka, elipsa i linija) i 5 različitih linijatura (10, 13, 15, 40 i 60 lin/cm). Evaluirana je vjerojatnost detekcije i distribucija postignutih vrijednosti detekcije. Rezultati su pokazali da je ispitivana metoda označavanja slika otporna na rastriranje linijaturama većim od 15 lin/cm. Također, zaključeno je da oblik rasterskog elementa ima slab utjecaj na stupanj detekcije.In this paper the robustness of a Discrete Fourier Transform (DFT) based image watermarking scheme to amplitude modulation (AM) halftoning is evaluated. Halftoning is used for reproduction of continuous images. Thus, it is important that a watermarking method is robust to halftoning. Three different shapes of clustered dots of AM (Amplitude Modulation) halftones are used (round, ellipse and line) with five different halftone frequencies (10, 13, 15, 40, and 60 line/cm). The tests where done on a dataset of 1000 images. As the metric of robustness, watermark detection rate, distribution of detection values, and ROC (Receiver Operation Characteristic) curves were used. The results showed that the watermarking scheme is robust to halftoning for halftone frequencies greater than 15 line/cm. Also, the type of AM halftone used has almost no effect on a detection rate

ID Photograph hashing : a global approach

This thesis addresses the question of the authenticity of identity photographs, part of the documents required in controlled access. Since sophisticated means of reproduction are publicly available, new methods / techniques should prevent tampering and unauthorized reproduction of the photograph. This thesis proposes a hashing method for the authentication of the identity photographs, robust to print-and-scan. This study focuses also on the effects of digitization at hash level. The developed algorithm performs a dimension reduction, based on independent component analysis (ICA). In the learning stage, the subspace projection is obtained by applying ICA and then reduced according to an original entropic selection strategy. In the extraction stage, the coefficients obtained after projecting the identity image on the subspace are quantified and binarized to obtain the hash value. The study reveals the effects of the scanning noise on the hash values of the identity photographs and shows that the proposed method is robust to the print-and-scan attack. The approach focusing on robust hashing of a restricted class of images (identity) differs from classical approaches that address any imageCette thèse traite de la question de l’authenticité des photographies d’identité, partie intégrante des documents nécessaires lors d’un contrôle d’accès. Alors que les moyens de reproduction sophistiqués sont accessibles au grand public, de nouvelles méthodes / techniques doivent empêcher toute falsification / reproduction non autorisée de la photographie d’identité. Cette thèse propose une méthode de hachage pour l’authentification de photographies d’identité, robuste à l’impression-lecture. Ce travail met ainsi l’accent sur les effets de la numérisation au niveau de hachage. L’algorithme mis au point procède à une réduction de dimension, basée sur l’analyse en composantes indépendantes (ICA). Dans la phase d’apprentissage, le sous-espace de projection est obtenu en appliquant l’ICA puis réduit selon une stratégie de sélection entropique originale. Dans l’étape d’extraction, les coefficients obtenus après projection de l’image d’identité sur le sous-espace sont quantifiés et binarisés pour obtenir la valeur de hachage. L’étude révèle les effets du bruit de balayage intervenant lors de la numérisation des photographies d’identité sur les valeurs de hachage et montre que la méthode proposée est robuste à l’attaque d’impression-lecture. L’approche suivie en se focalisant sur le hachage robuste d’une classe restreinte d’images (d’identité) se distingue des approches classiques qui adressent une image quelconqu

Digital watermarking methods for data security and authentication

Philosophiae Doctor - PhDCryptology is the study of systems that typically originate from a consideration of the ideal circumstances under which secure information exchange is to take place. It involves the study of cryptographic and other processes that might be introduced for breaking the output of such systems - cryptanalysis. This includes the introduction of formal mathematical methods for the design of a cryptosystem and for estimating its theoretical level of securit

Image Watermarking using Chaotic Watermark Scrambling and Perceptual Quality Evaluation

In this report, a watermarking method for grayscale images is proposed that is invisible and robust to certain attacks. Chaotic maps are used to generate the watermark which improves the security of the method. The crown watermark is embedded in the real part of DFT domain and the embedding position is determined by the SURF algorithm. The peak signal-to-noise ratio is used to evaluate the perceived quality of the marked image. Normalized cross correlation is used for watermark detection. The original image is not required during the detection. Experiments are conducted to evaluate the robustness of the proposed method against different attacks on several images