Why So Many Top Hackers Hail from Russia Krebs on Security. Conventional wisdom says one reason so many hackers seem to hail from Russia and parts of the former Soviet Union is that these countries have traditionally placed a much greater emphasis than educational institutions in the West on teaching information technology in middle and high schools, and yet they lack a Silicon Valley like pipeline to help talented IT experts channel their skills into high paying jobs. This post explores the first part of that assumption by examining a breadth of open source data. The supply side of that conventional wisdom seems to be supported by an analysis of educational data from both the U. S. and Russia, which indicates there are several stark and important differences between how American students are taught and tested on IT subjects versus their counterparts in Eastern Europe. Solution-Manual-for-Problem-Solving-Abstraction-and-Design-using-C-6th-Edition-Frank-L-Friedman-ISBN-10-0136079474.jpg' alt='Data Abstraction Problem Solving Pdf' title='Data Abstraction Problem Solving Pdf' />Table of Contents An Introduction to Genetic Algorithms. Compared to the United States there are quite a few more high school students in Russia who choose to specialize in information technology subjects. One way to measure this is to look at the number of high school students in the two countries who opt to take the advanced placement exam for computer science. According to an analysis PDF by The College Board, in the ten years between 2. United States opted to take the national exam in computer science the Computer Science Advanced Placement exam. Compare that to the numbers from Russia A 2. PDF on computer science called Informatics in Russia by the Perm State National Research University found that roughly 6. Russian students register each year to take their nations equivalent to the AP exam known as the Unified National Examination. Extrapolating that annual 6. Russia 6. 00,0. In A National Talent Strategy, an in depth analysis from Microsoft Corp. U. S. schools. The Microsoft study notes that although there currently are just over 4. Safenet Sentinel Key Generator. United States, only 2,1. AP computer science course in 2. A HEAD STARTIf more people in Russia than in America decide to take the computer science exam in secondary school, it may be because Russian students are required to study the subject beginning at a much younger age. Russias Federal Educational Standards FES mandate that informatics be compulsory in middle school, with any school free to choose to include it in their high school curriculum at a basic or advanced level. In elementary school, elements of Informatics are taught within the core subjects Mathematics and Technology, the Perm University research paper notes. Furthermore, each elementary school has the right to make the subject Informatics part of its curriculum. The core components of the FES informatics curriculum for Russian middle schools are the following 1. Theoretical foundations. Art School Paradise Lost Zip. Principles of computers functioning. Information technologies. Network technologies. I/51SRY7DY45L.jpg' alt='Data Abstraction Problem Solving Pdf' title='Data Abstraction Problem Solving Pdf' />Algorithmization. Languages and methods of programming. Modeling. 8. Informatics and Society. SECONDARY SCHOOLThere also are stark differences in how computer scienceinformatics is taught in the two countries, as well as the level of mastery that exam takers are expected to demonstrate in their respective exams. Again, drawing from the Perm study on the objectives in Russias informatics exam, heres a rundown of what that exam seeks to test Block 1 Mathematical foundations of Informatics,Block 2 Algorithmization and programming, and. Block 3 Information and computer technology. The testing materials consist of three parts. Part 1 is a multiple choice test with four given options, and it covers all the blocks. Relatively little time is set aside to complete this part. Part 2 contains a set of tasks of basic, intermediate and advanced levels of complexity. These require brief answers such as a number or a sequence of characteristics. Part 3 contains a set of tasks of an even higher level of complexity than advanced. These tasks usually involve writing a detailed answer in free form. This book gives an overview of the principles of Linked Data as well as the Web of Data that has emerged through the application of these principles. The book. 1. 1 Processes, Procedures, and Computers 1. Measuring Computing Power Information, Representing Data, Growth of Computing Power 1. Science, Engineering, and the. Big data and data management white papers DBTA maintains this library of recent whitepapers on big data, business intelligence, and a wideranging number of other. General Concept of OOP 8. Introduction The objectoriented programming OOP is a different approach to programming. Object oriented technology supported by C is. Abstraction in its main sense is a conceptual process where general rules and concepts are derived from the usage and classification of specific examples, literal. Data Abstraction Problem Solving Pdf' title='Data Abstraction Problem Solving Pdf' />According to the Perm study, in 2. Part 2, 1. 5 tasks and Part 3, 4 tasks. The examination covers the key topics from the Informatics school syllabus. The tasks with detailed answers are the most labor intensive. These include tasks on the analysis of algorithms, drawing up computer programs, among other types. The answers are checked by the experts of regional examination boards based on standard assessment criteria. Image Perm State National Research University, Russia. In the U. S., the content of the AP computer science exam is spelled out in this College Board document PDF. US Test Content Areas Computational Thinking Practices PP1 Connecting Computing. P2 Creating Computational Artifacts. P3 Abstracting. P4 Analyzing Problems and Artifacts. P5 Communicating. P6 Collaborating. The Concept Outline Big Idea 1 Creativity. Big idea 2 Abstraction. Big Idea 3 Data and Information. Big Idea 4 Algorithms. Big idea 5 Programming. Big idea 6 The Internet. Big idea 7 Global Impact. ADMIRING THE PROBLEMHow do these two tests compare Alan Paller, director of research for the SANS Institute an information security education and training organization  says topics 2, 3, 4 and 6 in the Russian informatics curriculum above are the basics on which cybersecurity skills can be built, and they are present beginning in middle school for all Russian students. Very few middle schools teach this in the United States, Paller said. We dont teach these topics in general and we definitely dont test them. The Russians do and theyve been doing this for the past 3. Which country will produce the most skilled cybersecurity peoplePaller said the Russian curriculum virtually ensures kids have far more hands on experience with computer programming and problem solving. For example, in the American AP test no programming language is specified and the learning objectives are How are programs developed to help people and organizationsHow are programs used for creative expressionHow do computer programs implement algorithmsHow does abstraction make the development of computer programs possibleHow do people develop and test computer programsWhich mathematical and logical concepts are fundamental to programmingNotice there is almost no need to learn to program I think they have to write one program in collaboration with other students, Paller wrote in an email to Krebs. On. Security. Its like theyre teaching kids to admire it without learning to do it. The main reason that cyber education fails is that much of the time the students come out of school with almost no usable skills. THE WAY FORWARDOn the bright side, there are signs that computer science is becoming a more popular focus for U. S. high school students. According to the latest AP Test report PDF from the College Board, almost 5. Americans took the AP exam in computer science last year up from 4. However, computer science still is far less popular than most other AP test subjects in the United States. More than a half million students opted for the English AP exam in 2. English literature almost 2. AP government, while some 1. AP test called Human Geography. A breakdown of subject specialization in the 2. AP tests in the United States. Source The College Board. This is not particularly good news given the dearth of qualified cybersecurity professionals available to employers. ISACA, a non profit information security advocacy group, estimates there will be a global shortage of two million cyber security professionals by 2.