The document proposes a digital watermarking system to detect video piracy. Digital watermarks contain copyright information embedded in videos. The proposed system spreads watermarks throughout videos and makes them invisible, preventing easy removal. It embeds owner/distributor details, serial numbers and transaction dates. This allows tracing pirated videos back to their source by extracting the watermark information. The system overcomes issues like visible, concentrated watermarks in existing systems.
Digital Watermarking Of Medical(DICOM) ImagesPrashant Singh
This project addresses authenticity and integrity of medical images using watermarking. Watermarking can be seen as an additional tool for security measures. As the medical tradition is very strict with the quality of biomedical images, the watermarking method must be reversible or if not, region of Interest (ROI) needs to be defined and left intact. Watermarking should also serve as an integrity control and should be able to authenticate the medical image.
Report on Digital Watermarking Technology vijay rastogi
Digital watermarking is the process of embedding information into digital multimedia content such that the information (which we call the watermark) can later be extracted or detected for a variety of purposes including copy prevention and control.
Digital Watermarking Of Medical(DICOM) ImagesPrashant Singh
This project addresses authenticity and integrity of medical images using watermarking. Watermarking can be seen as an additional tool for security measures. As the medical tradition is very strict with the quality of biomedical images, the watermarking method must be reversible or if not, region of Interest (ROI) needs to be defined and left intact. Watermarking should also serve as an integrity control and should be able to authenticate the medical image.
Report on Digital Watermarking Technology vijay rastogi
Digital watermarking is the process of embedding information into digital multimedia content such that the information (which we call the watermark) can later be extracted or detected for a variety of purposes including copy prevention and control.
Steganography is the practice of concealing a file, message, image, or video within another file, message, image, or video. The word steganography combines the Greek words steganos meaning "covered, concealed, or protected", and graphein meaning "writing".
The first recorded use of the term was in 1499 by Johannes Trithemius in his Steganographia, a treatise on cryptography and steganography, disguised as a book on magic. Generally, the hidden messages appear to be (or be part of) something else: images, articles, shopping lists, or some other cover text. For example, the hidden message may be in invisible ink between the visible lines of a private letter. Some implementations of steganography that lack a shared secret are forms of security through obscurity, whereas key-dependent steganographic schemes adhere to Kerckhoffs's principle.
The advantage of steganography over cryptography alone is that the intended secret message does not attract attention to itself as an object of scrutiny. Plainly visible encrypted messages—no matter how unbreakable—arouse interest, and may in themselves be incriminating in countries where encryption is illegal.Thus, whereas cryptography is the practice of protecting the contents of a message alone, steganography is concerned with concealing the fact that a secret message is being sent, as well as concealing the contents of the message.
Steganography includes the concealment of information within computer files. In digital steganography, electronic communications may include steganographic coding inside of a transport layer, such as a document file, image file, program or protocol. Media files are ideal for steganographic transmission because of their large size. For example, a sender might start with an innocuous image file and adjust the color of every 100th pixel to correspond to a letter in the alphabet, a change so subtle that someone not specifically looking for it is unlikely to notice it.
Digital Watermarking describes methods and technologies that hide information, for example a number or text, in digital media, such as images, video. The embedding takes place by manipulating the content of the digital data, which means the information is not embedded in the frame around the data. The hiding process has to be such that the modifications of the media are imperceptible. For images this means that the modifications of the pixel values have to be invisible.
A digital watermark is a message which is embedded into digital content (video, images or text) that can be detected or extracted later. Moreover, in image the actual bits representing the watermark must be scattered throughout the file in such a way that they cannot be identified and manipulated. Watermarking is the insertion of imperceptible and inseparable information into the host data for data security & integrity. They are characterizing patterns, of varying visibility, added to the presentation media as a guarantee of authenticity, quality, ownership, and source. However, in digital watermarking, the message is supposed not to visible (or at least not interfering with the user experience of the content), but (only) electronic devices can retrieve the embedded message to identify the code. Another form of digital watermarking is known as steganography, in which a message is hidden in the content without typical citizens or the public authorities noticing its presence. Only a limited number of recipients can retrieve and decode the hidden message. Unlike a traditional watermark on paper, which is generally visible to the eye, digital watermarks can be made invisible or inaudible. They can, however, be read by a computer with the proper decoding software.
Steganography is the practice of concealing a file, message, image, or video within another file, message, image, or video. The word steganography combines the Greek words steganos meaning "covered, concealed, or protected", and graphein meaning "writing".
The first recorded use of the term was in 1499 by Johannes Trithemius in his Steganographia, a treatise on cryptography and steganography, disguised as a book on magic. Generally, the hidden messages appear to be (or be part of) something else: images, articles, shopping lists, or some other cover text. For example, the hidden message may be in invisible ink between the visible lines of a private letter. Some implementations of steganography that lack a shared secret are forms of security through obscurity, whereas key-dependent steganographic schemes adhere to Kerckhoffs's principle.
The advantage of steganography over cryptography alone is that the intended secret message does not attract attention to itself as an object of scrutiny. Plainly visible encrypted messages—no matter how unbreakable—arouse interest, and may in themselves be incriminating in countries where encryption is illegal.Thus, whereas cryptography is the practice of protecting the contents of a message alone, steganography is concerned with concealing the fact that a secret message is being sent, as well as concealing the contents of the message.
Steganography includes the concealment of information within computer files. In digital steganography, electronic communications may include steganographic coding inside of a transport layer, such as a document file, image file, program or protocol. Media files are ideal for steganographic transmission because of their large size. For example, a sender might start with an innocuous image file and adjust the color of every 100th pixel to correspond to a letter in the alphabet, a change so subtle that someone not specifically looking for it is unlikely to notice it.
Digital Watermarking describes methods and technologies that hide information, for example a number or text, in digital media, such as images, video. The embedding takes place by manipulating the content of the digital data, which means the information is not embedded in the frame around the data. The hiding process has to be such that the modifications of the media are imperceptible. For images this means that the modifications of the pixel values have to be invisible.
A digital watermark is a message which is embedded into digital content (video, images or text) that can be detected or extracted later. Moreover, in image the actual bits representing the watermark must be scattered throughout the file in such a way that they cannot be identified and manipulated. Watermarking is the insertion of imperceptible and inseparable information into the host data for data security & integrity. They are characterizing patterns, of varying visibility, added to the presentation media as a guarantee of authenticity, quality, ownership, and source. However, in digital watermarking, the message is supposed not to visible (or at least not interfering with the user experience of the content), but (only) electronic devices can retrieve the embedded message to identify the code. Another form of digital watermarking is known as steganography, in which a message is hidden in the content without typical citizens or the public authorities noticing its presence. Only a limited number of recipients can retrieve and decode the hidden message. Unlike a traditional watermark on paper, which is generally visible to the eye, digital watermarks can be made invisible or inaudible. They can, however, be read by a computer with the proper decoding software.
A blind and robust video watermarking scheme in the DT CWT and SVD domainAbhishek Nath
In this paper the advanced method called A blind and robust video watermarking scheme in the DT CWT and SVD domain was proposed in order to protect the copyrights.
Water marking has been proposed as a method to enhance data security. Text
water marking requires extreme care when embedding additional data within the images
because the additional information must not affect the image quality. Digital water marking
is a method through which we can authenticate images, videos and even texts. Add text
water mark and image water mark to your photos or animated image, protect your
copyright avoid unauthorized use. Water marking functions are not only authentication, but
also protection for such documents against malicious intentions to change such documents
or even claim the rights of such documents. Water marking scheme that hides water
marking in method, not affect the image quality. In this paper method of hiding a data using
LSB replacement technique is proposed.
A Review of BSS Based Digital Image Watermarking and Extraction MethodsIOSR Journals
The field of Signal Processing has witnessed the strong emergence of a new technique, the Blind
Signal Processing (BSP) which is based on sound theoretical foundation. An offshoot of the BSP is known as
Blind Source Separation (BSS). This digital signal processing techniques have a wide and varied potential
applications. The term blind is indicative of the fact that both the source signal and the mixing procedures are
unknown. One of the more interesting applications of BSS is in field of image data security/authentication where
digital watermarking is proposed. Watermarking is a promising technique to help protect data security and
intellectual property rights. The plethora digital image watermarking methods are surveyed and discussed here
with their features and limitations. Thus literature survey is presented in two major categories-Digital image
watermarking methods and BSS based techniques in digital image watermarking and extraction
A Review of BSS Based Digital Image Watermarking and Extraction MethodsIOSR Journals
Abstract :The field of Signal Processing has witnessed the strong emergence of a new technique, the Blind Signal Processing (BSP) which is based on sound theoretical foundation. An offshoot of the BSP is known as Blind Source Separation (BSS). This digital signal processing techniques have a wide and varied potential applications. The term blind is indicative of the fact that both the source signal and the mixing procedures are unknown. One of the more interesting applications of BSS is in field of image data security/authentication where digital watermarking is proposed. Watermarking is a promising technique to help protect data security and intellectual property rights. The plethora digital image watermarking methods are surveyed and discussed here with their features and limitations. Thus literature survey is presented in two major categories-Digital image watermarking methods and BSS based techniques in digital image watermarking and extraction. Keywords – BSP, BSS, Mixing Coefficient, Digital Image Watermarking, Watermark Extraction.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
STAGE STAFFING SCHEME FOR COPYRIGHT PROTECTION IN MULTIMEDIAIJNSA Journal
Copyright protection has become a need in today’s world. To achieve a secure copyright protection we embedded some information in images and videos and that image or video is called copyright protected. The embedded information can’t be detected by human eye but some attacks and operations can tamper that information to breach protection. So in order to find a secure technique of copyright protection, we have analyzed image processing techniques i.e. Spatial Domain (Least Significant Bit (LSB)), Transform Domain (Discrete Cosine Transform (DCT)), Discrete Wavelet Transform (DWT) and there are numerous algorithm for watermarking using them. After having a good understanding of the same we have proposed a novel algorithm named as Stage Staffing Algorithm that generates results with high effectiveness, additionally we can use self extracted-watermark technique to increase the security and automate the process of watermark image. The proposed algorithm provides protection in three stages. We have implemented the algorithm and results of the simulations are shown. The various factors affecting spatial domain watermarking are also discussed.
Performance Comparison of Digital Image Watermarking Techniques: A SurveyEditor IJCATR
Digital watermarking is the processing of combined information into a digital signal. A watermark is a secondary image,
which is overlaid on the host image, and provides a means of protecting the image. In order to provide high quality watermarked
image, the watermarked image should be imperceptible. This paper presents different techniques of digital image watermarking based
on spatial & frequency domain, which shows that spatial domain technique provides security & successful recovery of watermark
image and higher PSNR value compared to frequency domain.
Digital watermarking knowledge is a leading edge research field and it mainly focuses on the
intellectual property rights, hides data and embedded inside an image to show authenticity or proof
of ownership, discovery and authentication of the digital media to protect the important documents.
Digital watermarking can help to verify ownership, to recognize a misappropriate person and find the
marked documents. One of the significant technological actions of the last two decades was the
attack of digital media in a complete range of everyday life aspects.
Digital data can be stored efficiently with a very high quality and it can be manipulated very
easily using computers. In addition digital data can be transmitted in a fast and inexpensive way
through data communication networks without losing quality. According to the necessary study of
digital image watermarking, the digital watermarking model consists of two modules, which are
watermark embedding module and watermark extraction and detection module.
A Brief Survey on Robust Video Watermarking Techniquestheijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHMijistjournal
The rapid advancement of internet has made it easier to send the data/image accurate and faster to the destination. But thisadvantage is also accompanied with the disadvantage of modifying and misusing the valuable information through intercepting or hacking.So In order to transfer the data/image to the intended user at destination without anyalterations or modifications, there are many approaches like Cryptography, Watermarking and Steganography. This paper presents the general overview of image watermarking and different security issues. In this paper, Image Watermarking using Least Significant Bit (LSB) algorithm has been used for embedding the message/logo into the image. This work has been implemented through MATLAB.
ANALYSIS OF IMAGE WATERMARKING USING LEAST SIGNIFICANT BIT ALGORITHMijistjournal
The rapid advancement of internet has made it easier to send the data/image accurate and faster to the destination. But thisadvantage is also accompanied with the disadvantage of modifying and misusing the valuable information through intercepting or hacking.So In order to transfer the data/image to the intended user at destination without anyalterations or modifications, there are many approaches like Cryptography, Watermarking and Steganography. This paper presents the general overview of image watermarking and different security issues. In this paper, Image Watermarking using Least Significant Bit (LSB) algorithm has been used for embedding the message/logo into the image. This work has been implemented through MATLAB.
Information security by biometric waterkingeSAT Journals
Abstract In the recent digital world information security, person identification and authentication, and network security are the prime implications and off course requirements. To fulfill the above requirement watermarking is used widely with biometric information i.e. face image, iris, fingerprint, signature, hand geometry, voice and key stroke pattern. We propose a method for securing and protecting the biometric information of any person with the help of watermarking. The security can also be improved with the help of secrete key. Now a day’s multimodal biometric watermarking is the most advanced technology for information security where more than one biometric information’s are combined for enhancing security and privacy of information and system. In this paper we used face image as the biometric information to be secured, iris image with specific size with key is used for security improvement. Index Terms: Watermarking, Biometric, Biometric watermarking
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
A Review on Robust Digital Watermarking based on different Methods and its Ap...IJSRD
Digital Watermarking is the process of embedding data called watermark or signature or label or tag into a multimedia object (image or audio or video) so that the watermark can be extracted for ownership verification or authentication. A visible watermark is a secondary translucent image overlaid into the primary image and appears visible to a viewer on a careful inspection. The invisible watermark is embedded in such a way that the modification made to the pixel value is perceptually not noticed and it can be recovered only with an appropriate decoding mechanism. Digital watermarking is used to hide the information inside a signal, which cannot be easily extracted by the third party. Its widely used application is copyright protection of digital information. It is different from the encryption in the sense that it allows the user to access, view and interpret the signal but protect the ownership of the content. One of the current research areas is to protect digital watermark inside the information so that ownership of the information cannot be claimed by third party.
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Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
2. ABSTRACT
Piracy is an important issue as far as the
manufacturers are concerned as it can result in a huge
revenue loss.The reason behind the practice of full-
scale piracy is mainly due to the difficulty involved in
tracking the source responsible for the piracy.
The goal of this project is to use digital
watermarking techniques to detect video piracy.A
digital watermark is a distinguishing piece of
information that is adhered to the data that it is
intended to protect.
The information watermarked includes owner,
recipient and/or distributor details, transaction dates,
serial numbers, etc, which play an important role in
determining the source of piracy.
3. CONTENTS
DIGITAL WATER MARKING
GENERAL FEATURES
STRUCTURE OF A TYPICAL WATER MARKING
SYSTEM
WATER MARK INSERTION UNIT
WATER MARK EXTRACTION AND DETECTION UNIT
6. Digital watermarking is a technology for
embedding various types of information in
digital content. In general, information for
protecting copyrights and proving the validity
of data is embedded as a watermark.
Since watermarking can be applied to
various types of data, the imperceptibility
constraint will take different forms, depending
on the properties of the recipient (i.e., the
human senses in most practical cases).
7. The watermark should be resilient to
standard manipulations of unintentional as
well as intentional nature.
It should be statistically irremovable, that
is, a statistical analysis should not produce any
advantage from the attacking point of view.
The watermark should withstand multiple
watermarking to facilitate traitor tracing.
8. Embedding a watermark should not result
in a significant increase or reduction in the
original data.
Digital watermarks are added to images or
audio data in such a way that they are invisible
or inaudible and unidentifiable by human eye
or ear.
10. 1.Elements of digital content can be directly
manipulated and information can be
embedded in them.
2.Deterioration of the quality of digital content is
minimized.
3.Watermarks are retained and detectable after
the digital content is edited, compressed, or
converted.
4.The structure of a watermark makes it difficult
to detect or overwrite (alter) the embedded
information (watermark contents).
11. 5.Processing required for watermarking and
detection is simple.
6.Embedded watermark information cannot be
eliminated without diminishing the quality of the
digital content that carries the watermark.
7.The watermark information embedded in
digital content can be detected as required.
14. HIDDEN
INFO.
ORIGINAL PERCEPTUAL
IMAGE MASK
INFORMATION
HIDING
SECRET
KEY
PERCEPTUAL WATERMARK
ANALYSIS GENERATION
15. Every watermarking system consists at least
of two different parts: watermark embedding
unit and watermark detection and extraction unit.
The unmarked image is passed through a
perceptual analysis block that determines how
much a certain pixel can be altered so that the
resulting watermarked image is indistinguishable
from the original.
After this so-called perceptual-mask has been
computed, the information to be hidden is
shaped by this mask and spread all over the
original image.
17. In our case, the main reason for this
spreading is to ensure that the hidden
information survives cropping of the image.
Moreover, the way this spreading is
performed depends on the secret key, so it is
difficult to recover the hidden information if
one is not in possession of this key.
Figure 3 represents the perceptual mask
that results after analyzing the image presented
in Figure 2.
20. This figure shows the typical configuration
of a watermark detection and extraction unit.
Watermark detection involves deciding
whether a certain image has been watermarked
with a given key.
Once the presence of the watermark has
been correctly detected, it is possible to extract
the hidden information.
21. Since digital copies are inherently exact
replicas of the original, there will be no way to
tell them apart.
Therein lies the authorship/ownership
problem due to the likeness of the original and
the copy.
Digital watermarks can be used to show
proof of ownership by having your mark put
into the file, so even if both images are the
same, if they contain your mark then you have
a much stronger case for copyright or
ownership disputes.
22. Watermarks can be visible or invisible
depending on the luminance in the mask. The
higher the luminance, the greater the visibility
of the watermark.
Attackers can use different types of image
processing to remove or degrade the
watermark until it is illegible .
24. The various applications are as follows:
VIDEO WATER MARKING
AUDIO WATER MARKING
TEXT WATERMARKING
LABELLING
FINGERPRINTING
AUTHENTICATION
COPY AND PLAYBACK CONTROL
25. In this case, most considerations made in previous
sections hold. However, now the temporal axis can be
exploited to increase the redundancy of the watermark. As
in the still images case, watermarks can be created either in
the spatial or in the DCT domains. In the latter, the results
can be directly extrapolated to MPEG-2 sequences,
although different actions must be taken for I, P and B
frames. Note that perhaps the set of attacks that can be
performed intentionally is not smaller but definitely more
expensive than for still images.
26. Again, previous considerations are valid. In this case,
time and frequency masking properties of the human ear are
used to conceal the watermark and make it inaudible. The
greatest difficulty lies in synchronizing the watermark and
the watermarked audio file, but techniques that overcome
this problem have been proposed.
27. This problem, which in fact was one of the first that
was studied within the information hiding area can be
solved at two levels. At the printout level, information can
be encoded in the way the text lines or words are separated
(this facilitates the survival of the watermark even to
photocopying). At the semantic level (necessary when raw
text files are provided), equivalences between words or
expressions can be used, although special care has to be
taken not to destruct the possible intention of the author.
28. The hidden message could also contain labels
that allow for example to annotate images or audio.
Of course, the annotation may also been included in
a separate file, but with watermarking it results
more difficult to destroy or loose this label, since it
becomes closely tied to the object that annotates.
This is especially useful in medical applications
since it prevents dangerous errors.
29. This is similar to the previous application and allows
acquisition devices (such as video cameras, audio recorders,
etc) to insert information about the specific device (e.g., an
ID number) and date of creation. This can also be done with
conventional digital signature techniques but with
watermarking it becomes considerably more difficult to
excise or alter the signature. Some digital cameras already
include this feature.
30. This is a variant of the previous application, in an area
where cryptographic techniques have already made their
way. However, there are two significant benefits that arise
from using watermarking: first, as in the previous case, the
signature becomes embedded in the message, second, it is
possible to create ‘soft authentication’ algorithms that offer
a multi valued ‘perceptual closeness’ measure that accounts
for different unintentional transformations that the data may
have suffered (an example is image compression with
different levels), instead of the classical yes/no answer given
by cryptography-based authentication. Unfortunately, the
major drawback of watermarking-based authentication is the
lack of public key algorithms that force either to put secret
keys in risk or to resort to trusted parties.
31. The message carried by the watermark may also
contain information regarding copy and display
permissions. Then, a secure module can be added in copy or
playback equipment to automatically extract this permission
information and block further processing if required. In
order to be effective, this protection approach requires
agreements between content providers and consumer
electronics manufacturers to introduce compliant watermark
detectors in their video players and recorders. This approach
is being taken in Digital Video Disc (DVD).
33. The existing systems that employ digital
watermarking for video piracy detection are
inviting to the hackers as the watermark is
visible.
The watermark is concentrated in a
particular area, thus through statistical analysis
the approximate location of the watermark can
be identified. This enables the hackers to
overwrite the copyright information with their
own information.
As the watermark is concentrated, the
chances of it being prone to damages due to
compression etc are more.
35. In the proposed system the video file is
watermarked with the copyright information.
The copyright information includes data about
the vendor, buyer, a serial number and other
information.
When it is detected that the video is
pirated, it is possible to dewater mark the file
to retrieve the copyright information. With this
information we can trace back to the sources of
piracy.
36. In the proposed system the watermark is
made invisible.
The watermark is spread throughout the
image, so it’s location cannot be traced easily.
The spreading of the watermark also prevents
data loss from manipulations like compression
etc.
37. Apart from these advantages, the
digital watermark in the proposed system can't
be erased or overwritten.
It is also robust and completely unaffected
by common audio or video processing
operations.
It combines enormous versatility with ease
of installation, integration and operation. It offers
wide range of applications, including audio and
video copyright control.
39. COPYRIGHT
WATERMARKING WATER MARKED
INFORMATION
IMAGE
VIDEO FILE RETRIEVED
INFORMATION DEWATERMARKING
COPYRIGHT
INFORMATION
40. As shown in the block diagram of the
proposed system, the copyright information in
text format along with the video file content in
AVI format is given as input to the
watermarking module.
In this module the textual information is
converted compatible to the video file data and
the bits in the video file are altered according
to the copyright information.
In the dewater marking module, the
copyright information is retrieved from the
watermarked file using the key file.
42. The various modules in the proposed system
are:
VIDEO HEADER INFORMATION
FILE HANDLING
WATER MARKING
DEWATER MARKING
INTERGRATION AND ERROR HANDLING
43. VIDEO HEADER INFORMATION
The video information is stored in AVI
RIFF format. The various headers and chunks
are identified and declared.
Thus by identifying the header information
the location of the data is found.
44. FILE HANDLING
The information about the owner,
recipient/distributor, serial number and other
copyright related data is stored in a text file.
This information is read from the text file.
The header information is read from the
video file and is written into the key file and
the temporary file. The file-handling module is
carried out both during watermarking and
dewater marking.
45. WATERMARKING
The image is watermarked with the
copyright information in such a way that the
video information does not lose its property.
Changing a few data bits of the video file
depending on the copyright information does
this. The key file generated in this process
should be kept secret and should be protected
from any corruption.
46. DEWATERMARKING
The data from the watermarked video file
is fetched during check for piracy. Using the
key file the copyright information is extracted
from the watermarked data.
From the copyright information it is
possible to find the source of piracy and thus
necessary action can be taken.
47. ERROR HANDLING AND
INTEGRATION
Errors in each of the modules are handled
separately. Once this is done, the various
modules are integrated and the errors that
follow are handled
49. Though there are several other techniques
available for copyright protection and several
other similar issues, digital watermarking is
the only preferred algorithm because of its
basic advantages like being robust, fragile and
imperceptible.
Several proposals have been made to
exploit the benefits of this algorithm for video
piracy detection, but the problem is still far off
from a solution.
50. The proposed system in this project has
used digital watermarking technique to detect
video piracy and has overcome most of the
major shortcomings of the existing systems.
The proposed system has several advantages
when compared to existing system.
Though this system is competent enough to
be used in the market there are few
challenges yet to be solved. Few among them
are as follows:
51. The proposed system works for only
those video images which are in the AVI
RIFF format.
This software helps to detect the
source of piracy, when the video is
distributed through compact discs. However
with a few changes to the software it is
possible to distribute the video file through
the Internet.
Despite the various ways in which the
software can be enhanced, the proposed
system is no less competitive and its
efficiency is beyond question