This document discusses extracting text from PDF files. It begins by acknowledging that extracting text from PDFs is often considered difficult. It then provides an overview of PDF structure, including pages, fonts, text rendering, and encoding. Various font types like Type 1, TrueType, and CID fonts are described. The challenges of text extraction like multiple encodings and complex documentation are noted. Code examples are provided to demonstrate parsing PDF contents and text. The document concludes by affirming that PDF parsing is indeed a challenging task.
Jun 29 new privacy technologies for unicode and international data standards ...Ulf Mattsson
Protecting the increasing use International Unicode characters is required by a growing number of Privacy Laws in many countries and general Privacy Concerns with private data. Current approaches to protect International Unicode characters will increase the size and change the data formats. This will break many applications and slow down business operations. The current approach is also randomly returning data in new and unexpected languages. New approach with significantly higher performance and a memory footprint can be customizable and fit on small IoT devices.
We will discuss new approaches to achieve portability, security, performance, small memory footprint and language preservation for privacy protecting of Unicode data. These new approaches provide granular protection for all Unicode languages and customizable alphabets and byte length preserving protection of privacy protected characters.
Old Approaches
Major Issues
Protecting the increasing use International Unicode characters is required by a growing number of Privacy Laws in many countries and general Privacy Concerns with private data.
Old approaches to protect International Unicode characters will typically increase the size and change the data formats.
This will break many applications and slow down business operations. This is an example of an old approach that is also randomly returning data in new and unexpected languages
Data encryption and tokenization for international unicodeUlf Mattsson
Unicode is an information technology standard for the consistent encoding, representation, and handling of text expressed in most of the world's writing systems. The standard is maintained by the Unicode Consortium, and as of March 2020, it has a total of 143,859 characters, with Unicode 13.0 (these characters consist of 143,696 graphic characters and 163 format characters) covering 154 modern and historic scripts, as well as multiple symbol sets and emoji. The character repertoire of the Unicode Standard is synchronized with ISO/IEC 10646, each being code-for-code identical with the other.
The Unicode Standard consists of a set of code charts for visual reference, an encoding method and set of standard character encodings, a set of reference data files, and a number of related items, such as character properties, rules for normalization, decomposition, collation, rendering, and bidirectional text display order (for the correct display of text containing both right-to-left scripts, such as Arabic and Hebrew, and left-to-right scripts). Unicode's success at unifying character sets has led to its widespread and predominant use in the internationalization and localization of computer software. The standard has been implemented in many recent technologies, including modern operating systems, XML, Java (and other programming languages), and the .NET Framework.
Unicode can be implemented by different character encodings. The Unicode standard defines Unicode Transformation Formats (UTF) UTF-8, UTF-16, and UTF-32, and several other encodings. The most commonly used encodings are UTF-8, UTF-16, and UCS-2 (a precursor of UTF-16 without full support for Unicode)
Hiding Malicious Content in PDF Documentsdeathwing
Proof-of-concept demonstration for a specific digital signatures vulnerability that shows the ineffectiveness of the WYSIWYS (What You See Is What You Sign) concept.
Jun 29 new privacy technologies for unicode and international data standards ...Ulf Mattsson
Protecting the increasing use International Unicode characters is required by a growing number of Privacy Laws in many countries and general Privacy Concerns with private data. Current approaches to protect International Unicode characters will increase the size and change the data formats. This will break many applications and slow down business operations. The current approach is also randomly returning data in new and unexpected languages. New approach with significantly higher performance and a memory footprint can be customizable and fit on small IoT devices.
We will discuss new approaches to achieve portability, security, performance, small memory footprint and language preservation for privacy protecting of Unicode data. These new approaches provide granular protection for all Unicode languages and customizable alphabets and byte length preserving protection of privacy protected characters.
Old Approaches
Major Issues
Protecting the increasing use International Unicode characters is required by a growing number of Privacy Laws in many countries and general Privacy Concerns with private data.
Old approaches to protect International Unicode characters will typically increase the size and change the data formats.
This will break many applications and slow down business operations. This is an example of an old approach that is also randomly returning data in new and unexpected languages
Data encryption and tokenization for international unicodeUlf Mattsson
Unicode is an information technology standard for the consistent encoding, representation, and handling of text expressed in most of the world's writing systems. The standard is maintained by the Unicode Consortium, and as of March 2020, it has a total of 143,859 characters, with Unicode 13.0 (these characters consist of 143,696 graphic characters and 163 format characters) covering 154 modern and historic scripts, as well as multiple symbol sets and emoji. The character repertoire of the Unicode Standard is synchronized with ISO/IEC 10646, each being code-for-code identical with the other.
The Unicode Standard consists of a set of code charts for visual reference, an encoding method and set of standard character encodings, a set of reference data files, and a number of related items, such as character properties, rules for normalization, decomposition, collation, rendering, and bidirectional text display order (for the correct display of text containing both right-to-left scripts, such as Arabic and Hebrew, and left-to-right scripts). Unicode's success at unifying character sets has led to its widespread and predominant use in the internationalization and localization of computer software. The standard has been implemented in many recent technologies, including modern operating systems, XML, Java (and other programming languages), and the .NET Framework.
Unicode can be implemented by different character encodings. The Unicode standard defines Unicode Transformation Formats (UTF) UTF-8, UTF-16, and UTF-32, and several other encodings. The most commonly used encodings are UTF-8, UTF-16, and UCS-2 (a precursor of UTF-16 without full support for Unicode)
Hiding Malicious Content in PDF Documentsdeathwing
Proof-of-concept demonstration for a specific digital signatures vulnerability that shows the ineffectiveness of the WYSIWYS (What You See Is What You Sign) concept.
ITU - MDD - Textural Languages and GrammarsTonny Madsen
This presentation describes the use and design of textural domain specific language - DSL. It has two basic purposes:
Introduce you to some of the more important design criteria in language design
Introduce you to BNF
This presentation is developed for MDD 2010 course at ITU, Denmark.
This is a very old presentation but if you gloss over the usage of VB6 there is plenty of value. I presented this to the VBUG Annual Conference in 2003.
A character is a sign or a symbol in a writing system. In computing a character can be, a letter, a digit, a punctuation or mathematical symbol or a control character.Computers only understand binary data. To represents the characters as required by human languages, the concept of character sets was introduced. In this PPT I have explained the charactor encoding. More info: http://mobisoftinfotech.com/resources/media/understanding-character-encodings
C Programming and CPP Programming Interview Questions and Answers.
Here is link to my complete course ISTQB - Foundation Level Certification (CTFL) Training Udemy with 40% discount.
https://www.udemy.com/istqb-foundation-level-certification-ctfl-training/?couponCode=SAGARREF
Coupon code: SAGARREF
To understand deep hart of Swift Programming, try programming Shogi - Jpanaese Chess - to find out the pros and cons of Swift language. Still experimental implementation but there some interesting stories and can be shared with audience.
CoinDesk reveals the key trends, challenges, and opportunities for bitcoin and blockchain technology in 2016.
Reports are available to download for those who are signed up to our research list.
Sign up here: http://www.coindesk.com/newsletter/
Buy our research on the banks and the blockchain here: http://www.coindesk.com/research/banks-blockchain-report/
Get in touch via research@coindesk.com if you'd like to partner with research in the future.
ITU - MDD - Textural Languages and GrammarsTonny Madsen
This presentation describes the use and design of textural domain specific language - DSL. It has two basic purposes:
Introduce you to some of the more important design criteria in language design
Introduce you to BNF
This presentation is developed for MDD 2010 course at ITU, Denmark.
This is a very old presentation but if you gloss over the usage of VB6 there is plenty of value. I presented this to the VBUG Annual Conference in 2003.
A character is a sign or a symbol in a writing system. In computing a character can be, a letter, a digit, a punctuation or mathematical symbol or a control character.Computers only understand binary data. To represents the characters as required by human languages, the concept of character sets was introduced. In this PPT I have explained the charactor encoding. More info: http://mobisoftinfotech.com/resources/media/understanding-character-encodings
C Programming and CPP Programming Interview Questions and Answers.
Here is link to my complete course ISTQB - Foundation Level Certification (CTFL) Training Udemy with 40% discount.
https://www.udemy.com/istqb-foundation-level-certification-ctfl-training/?couponCode=SAGARREF
Coupon code: SAGARREF
To understand deep hart of Swift Programming, try programming Shogi - Jpanaese Chess - to find out the pros and cons of Swift language. Still experimental implementation but there some interesting stories and can be shared with audience.
CoinDesk reveals the key trends, challenges, and opportunities for bitcoin and blockchain technology in 2016.
Reports are available to download for those who are signed up to our research list.
Sign up here: http://www.coindesk.com/newsletter/
Buy our research on the banks and the blockchain here: http://www.coindesk.com/research/banks-blockchain-report/
Get in touch via research@coindesk.com if you'd like to partner with research in the future.
Presentation given at JTEL2012 (Joint European Summer school on Technology Enhanced Learning)
Event URL: http://www.prolearn-academy.org/Events/summer-school-2012
My contact email: caislas@gmail.com
Modular, Scalable Learning: How to Drive Product Launch and Customer Training...Bottom-Line Performance
We’re all facing the same challenges: product launch cycles are tighter, content is ever-changing and customers have high expectations for the training they will receive. This session explores how organizations can meet these challenges by adopting modular, scalable training practices to produce meaningful business outcomes and drive down costs. We’ll also share a case study of a Roche Diagnostics learning program that was a winner in the 2015 LTEN awards.
Building scalable and language independent java services using apache thriftTalentica Software
This presentation is about the key challenges of cross language interactions and how they can be overcome. We discuss the Apache Thrift as a solution and understand its principle of Operation with code snippets and examples.
Kosmik is the best institute for Python training in Hyderabad Kukatpally/KPHB. kosmik provides lab facilities with complete real-time training with live sessions
call now: +91-8712186898, +91-8179496603, +91-6309565721
Template driven code generation tool, fore real time and safety critical systems.
API message formating and serialisation.
Template driven source code generator for any language : Ada, C, C#, Java, ...
structure of c program. everything about the structure is in this ppt...................................................................viearhgviuehdrgbvkejfsdbvaerhbgf;oiweHFGIO;WENEGV;KLADFN;OVIBNA;OINVO;IRANV;OINDF;LNVOIASRDNGVIOERNAVB EOANGVV ERNGOEWN
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Courier management system project report.pdfKamal Acharya
It is now-a-days very important for the people to send or receive articles like imported furniture, electronic items, gifts, business goods and the like. People depend vastly on different transport systems which mostly use the manual way of receiving and delivering the articles. There is no way to track the articles till they are received and there is no way to let the customer know what happened in transit, once he booked some articles. In such a situation, we need a system which completely computerizes the cargo activities including time to time tracking of the articles sent. This need is fulfilled by Courier Management System software which is online software for the cargo management people that enables them to receive the goods from a source and send them to a required destination and track their status from time to time.
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
Democratizing Fuzzing at Scale by Abhishek Aryaabh.arya
Presented at NUS: Fuzzing and Software Security Summer School 2024
This keynote talks about the democratization of fuzzing at scale, highlighting the collaboration between open source communities, academia, and industry to advance the field of fuzzing. It delves into the history of fuzzing, the development of scalable fuzzing platforms, and the empowerment of community-driven research. The talk will further discuss recent advancements leveraging AI/ML and offer insights into the future evolution of the fuzzing landscape.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
8. Why so difficult?
• iOS does not provide any API to extract text directly
(OS X has PDFKit – still limited)
• Core Graphics provides only very basic API
• Needs to write parser — hard! really!
• Extracted text data is not unicode
• Glyph ID to Unicode mapping
12. case: Type 1
Subtype Type1
Name Referenced from Font subdirectory
BaseFont PostScript font name
FirstChar First character code defined in the font’s Widths array
LastChar Last character code defined in the font’s Widths array
Widths An array of (LastChar − FirstChar + 1) widths
FontDescriptor
A font descriptor describing the font’s metrics other than its
glyph widths
Encoding Font’s character encoding
ToUnicode CMap file that maps character codes to Unicode values
PDF Reference: p412
13. case: TrueType
Subtype Type1
Name Referenced from Font subdirectory
BaseFont PostScript font name
FirstChar First character code defined in the font’s Widths array
LastChar Last character code defined in the font’s Widths array
Widths An array of (LastChar − FirstChar + 1) widths
FontDescriptor
A font descriptor describing the font’s metrics other than its
glyph widths
Encoding Font’s character encoding
ToUnicode CMap file that maps character codes to Unicode values
PDF Reference: p412
Same as Type1 with some differences
14. case: Type 3
Subtype Type3
Name Referenced from Font subdirectory
FontBBox A rectangle expressed in the glyph coordinate system
FontMatrix
An array of six numbers specifying the font matrix, mapping
glyph space to text space
CharProcs ??
FirstChar, LastChar ditto
Widths ditto – sort of
FontDescriptor
A font descriptor describing the font’s default metrics other
than its glyph widths
Resources A list of the named resources, such as fonts and images
ToUnicode CMap file that maps character codes to Unicode values
PDF Reference: p420
15. Case: Type 0
Composite Fonts
Subtype CIDFontType0 or CIDFontType2
Name Referenced from Font subdirectory
BaseFont The PostScript name of the CIDFont
CIDSystemInfo
A dictionary containing entries that define the character
collection of the CIDFont
FontDescriptor
A font descriptor describing the CIDFont’s default metrics
other than its glyph widths
DW
The default width for glyphs in the CIDFont. Default value:
1000
DW2
An array of two numbers specifying the default metrics for
vertical writing
W2
A description of the metrics for vertical writing for the
glyphs in the CIDFont
CIDToGIDMap Type 2 CIDFonts only — omitted
PDF Reference: p436
27. Font entry
Subtype Type1
Name Referenced from Font subdirectory
BaseFont PostScript font name
FirstChar First character code defined in the font’s Widths array
LastChar Last character code defined in the font’s Widths array
Widths An array of (LastChar − FirstChar + 1) widths
FontDescriptor
A font descriptor describing the font’s metrics other than its
glyph widths
Encoding Font’s character encoding
ToUnicode CMap file that maps character codes to Unicode values
45. Wrap up
• Understanding PDF Structure
• Too many encodings — hard to find test data
• Too complex –– documentation is not always clear
• Yah, Parsing PDF is hard, really…