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Microsoft Azure Essentials Azure Machine Learning
Azure Machine Learning Microsoft Azure Essentials Jeff Barnes Visit us today at microsoftpressstore.com • Hundreds of titles available – Books, eBooks, and online resources from industry experts • Free U.S. shipping • eBooks in multiple formats – Read on your computer, tablet, mobile device, or e-reader • Print & eBook Best Value Packs • eBook Deal of the Week – Save up to 60% on featured titles • Newsletter and special offers – Be the first to hear about new releases, specials, and more • Register your book – Get additional benefits Hear about it first. Get the latest news from Microsoft Press sent to your inbox. • New and upcoming books • Special offers • Free eBooks • How-to articles Sign up today at MicrosoftPressStore.com/Newsletters Wait, there’s more... Find more great content and resources in the Microsoft Press Guided Tours app. The Microsoft Press Guided Tours app provides insightful tours by Microsoft Press authors of new and evolving Microsoft technologies. • Share text, code, illustrations, videos, and links with peers and friends • Create and manage highlights and notes • View resources and download code samples • Tag resources as favorites or to read later • Watch explanatory videos • Copy complete code listings and scripts Download from Windows Store PUBLISHED BY Microsoft Press A division of Microsoft Corporation One Microsoft Way Redmond, Washington 98052-6399 Copyright © 2015 Microsoft Corporation. All rights reserved. No part of the contents of this book may be reproduced or transmitted in any form or by any means without the written permission of the publisher. ISBN: 978-0-7356-9817-8 Microsoft Press books are available through booksellers and distributors worldwide. -
The Internet Beyond Borderless Versus Balkanized
POROUS TERRITORIES: THE INTERNET BEYOND BORDERLESS VERSUS BALKANIZED LUKE MUNN Western Sydney University (Australia) [email protected] Abstract: If the internet was once viewed as a borderless realm, critics now warn it is in danger of being “balkanized”, splintering into nationalized fragments. Certainly nation-states increasingly see the Internet as “their” internet, a national space to be regulated and actively shaped. The first half of this article charts the technologies that appear to place this vision within reach: data localization, internet shutdowns, and internet filtering. These moves promise to exert sovereign control, to make the inter- net an extension of national territory. Yet by drawing on two recent events in China, this article argues that these territories are messy and their borders are permeable. Pro-government activists jump across the firewall in order to attack individuals and organizations who threaten the stability and security of their motherland. Simultane- ously, individuals scale the firewall in order to question the party line and express solidarity with democratic movements, undermining the political and technical boundaries established by their nation. Internet architectures create a condition where territorialization is constantly being both amplified and undermined by “extra- territorial” activities. These practices demonstrate the everyday porosity of internet territories, providing a messier portrait that goes beyond the dichotomy of borderless vs balkanized. Keywords: territory, fragmentation, balkanization, internet, China. When nations speak of the internet today, they no longer use the language of the virtual, but of soil. At the dawn of the internet, cyberspace was framed as a new realm decoupled from the state. This digital sphere stretched across the globe, making it essentially ungovernable. -
Threat Modeling and Circumvention of Internet Censorship by David Fifield
Threat modeling and circumvention of Internet censorship By David Fifield A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy in Computer Science in the Graduate Division of the University of California, Berkeley Committee in charge: Professor J.D. Tygar, Chair Professor Deirdre Mulligan Professor Vern Paxson Fall 2017 1 Abstract Threat modeling and circumvention of Internet censorship by David Fifield Doctor of Philosophy in Computer Science University of California, Berkeley Professor J.D. Tygar, Chair Research on Internet censorship is hampered by poor models of censor behavior. Censor models guide the development of circumvention systems, so it is important to get them right. A censor model should be understood not just as a set of capabilities|such as the ability to monitor network traffic—but as a set of priorities constrained by resource limitations. My research addresses the twin themes of modeling and circumvention. With a grounding in empirical research, I build up an abstract model of the circumvention problem and examine how to adapt it to concrete censorship challenges. I describe the results of experiments on censors that probe their strengths and weaknesses; specifically, on the subject of active probing to discover proxy servers, and on delays in their reaction to changes in circumvention. I present two circumvention designs: domain fronting, which derives its resistance to blocking from the censor's reluctance to block other useful services; and Snowflake, based on quickly changing peer-to-peer proxy servers. I hope to change the perception that the circumvention problem is a cat-and-mouse game that affords only incremental and temporary advancements. -
Supplies and Services Contracts, Dated July 2010
1. Caption Page of Pages SOLICITATION, OFFER, AND AWARD DOC Offender Management System 1 93 2. Contract Number 3. Solicitation Number 4. Type of Solicitation 5. Date Issued 6. Type of Market Sealed Bid (IFB) Open Sealed Proposals (RFP) 11/07/17 Set Aside Doc350609 Sole Source Open Market with Set-Aside Emergency CBE Designated Category 7. Issued By 8. Address Offer to: Office of Contracting and Procurement Office of Contracting and Procurement 441 - 4th Street, N.W., Suite 700 South 441 - 4th Street, N.W., Suite 700 South Washington, D.C. 20001 Washington, D.C. 20001 NOTE: In sealed bid solicitations “offer” or “offeror” means “bid or “bidder” SOLICITATION 9. Sealed offers in original and __1__ copies for furnishing the supplies or services in the Schedule will via electronic format via the on-line solicitation software __2:00 p.m. local time December 7, 2017 _ (Hour) (Date) CAUTION: Late submission, Modifications and Withdrawals: See 27 DCMR chapters 15 & 16 as applicable. All offers are subject to all terms & conditions contained in solicitation. 10. For Information A. Name B. Telephone C. E-mail Address Contact (Area Code) (Number) (Ext) Nicole Smith-McDermott 202 724.4587 [email protected] 11. Table of Contents (X) Section Description Page (X) Section Description Page No. No. PART I – THE SCHEDULE PART II – CONTRACT CLAUSES X A Solicitation/Contract Form 1 X I Contract Clauses 66 X B Supplies or Services and Price/Cost 2 PART III – LIST OF DOCUMENTS, EXHIBITS AND OTHER ATTACHMENTS X C Specifications/Work Statement 5 X J List of Attachments 76 X D Packaging and Marking 46 PART IV – REPRESENTATIONS AND INSTRUCTIONS X E Inspection and Acceptance 46 Representations, certification and other 77 X F Deliveries or Performance 47 X K statements of offerors X G Contract Administration Data 51 X L Instructions, conditions & notices to Offerors 78 X H Special Contract Requirements 58 X M Evaluation factors for award 88 12. -
High Technology, Consumer Privacy, and U.S. National Security
Georgetown University Law Center Scholarship @ GEORGETOWN LAW 2015 High Technology, Consumer Privacy, and U.S. National Security Laura K. Donohue Georgetown University Law Center, [email protected] This paper can be downloaded free of charge from: https://scholarship.law.georgetown.edu/facpub/1457 http://ssrn.com/abstract=2563573 Bus. L. Rev. (forthcoming) This open-access article is brought to you by the Georgetown Law Library. Posted with permission of the author. Follow this and additional works at: https://scholarship.law.georgetown.edu/facpub Part of the Constitutional Law Commons, Consumer Protection Law Commons, Fourth Amendment Commons, and the National Security Law Commons HIGH TECHNOLOGY, CONSUMER PRIVACY, AND U.S. NATIONAL SECURITY Laura K. Donohue* I. INTRODUCTION Documents released over the past year detailing the National Security Agency’s (“NSA”) telephony metadata collection program and interception of international content under the Foreign Intelligence Surveillance Act (FISA) implicated U.S. high technology companies in government surveillance. 1 The result was an immediate, and detrimental, impact on U.S. corporations, the economy, and U.S. national security. The first Snowden documents, printed on June 5, 2013, revealed that the government had served orders on Verizon, directing the company to turn over telephony metadata under Section 215 of the USA PATRIOT Act.2 The following day, The Guardian published classified slides detailing how the NSA had intercepted international content under Section 702 of the FISA Amendments Act.3 The type of information obtained ranged from E-mail, video and voice chat, videos, photos, and stored data, to Voice over Internet Protocol, file transfers, video conferencing, notifications of target activity, and online social networking.4 The companies involved read like a who’s who of U.S. -
"Splinternet" – Danger for Our Citizens, Businesses and Society?
"Splinternet" – Danger for our citizens, businesses and society? Once upon a time, there was the World Wide Web (www). Just as it was invented by Sir Tim Berners-Lee. John Perry Barlow wrote the "Declaration of the Independence of Cyberspace" in 1996. The Internet was a great promise of freedom. It worked like a continuation of the Gutenberg invention, the printing press: the Internet gave a voice to all citizens whose views and attitudes were suppressed by the media and elites. This had and has great political consequences. 30 years later the opinion about the internet changed: It was thought that monopoly companies like Google, Facebook, etc. control Big Data and Artificial Intelligence, and therefore control us. However, politics followed suit and began to regulate. The concern now is that the state will disenfranchise citizens and restrict companies. There is a fear of new totalitarian regimes. And in this situation, the Internet ("splinternet") is increasingly fragmented. National "Internet" networks are emerging. States treat the Internet as an extension of their national territory. The most recent example is Russia, where Kremlin laws ensure that national Internet traffic goes through state nodes and the state has the right to shut down the global Internet: a sort of digital Iron Curtain. The champion of the national Internet is China. The state monitors and controls Internet content, blocks foreign services and companies (like Facebook) and replaces them with national services and companies that are in line with the Communist Party. The "Great Firewall" is successful. The number of states imitating China's Internet policy is growing: Iran, North Korea, Cuba, Turkey, Saudi Arabia, but also Thailand and Vietnam etc. -
Internet Drift: How the Internet Is Likely to Splinter and Fracture
Steve Song Internet Drift: How the Internet is Likely to Splinter and Fracture Future-Proofing Digital our Digital Rights Freedom Fund Future-Proofing our Digital Rights Steve Song Internet Drift: How the Internet is Likely to Splinter and Fracture The idea of a “splinternet” or “Balkanization” of the internet is not new, although the exact manner by which this is becoming a reality is evolving. Early discussions on the topic focused around cultural or policy differences and extraterritoriality that could result in a fractioned internet. For example, China’s Great Firewall is implementation of a national policy which creates an “intranet” connected to the greater Internet. However, there is another shift in internet infrastructure that is less talked of and even more fundamental to its functioning – the physical backbone of fi- bre optic cables crossing oceans and international borders that enables the relatively seamless experience of the Internet regardless of location. Increas- ingly investment and ultimately ownership and control of the cables used to transport information across the world is moving away from telecommunica- tions operators. One example is the increased investment in and ownership of trans-oceanic cables by application and service providers, or platforms, such as Google, Facebook, and Microsoft. Another is the strategic investment in undersea cables by nation states as part of a geo-political cyber strategy. 2 Internet Drift: How the Internet is Likely to Splinter and Fracture Internet Giants and Undersea Cables Historically, undersea cables were either publicly owned or owned and oper- ated by telecommunications network operators (telcos) which had little to do with content or application delivery, unlike digital platforms like Google, Face- book and others that are now beginning to expand their private networks. -
GDPR, CCPA, & Beyond
GDPR, CCPA, & Beyond: 16 PRACTICAL STEPS TOWARDS GLOBAL DATA PRIVACY COMPLIANCE WITH TALEND By Sunil Soares and Jean-Michel Franco 2019 Edition Contents Introduction . 66 Understanding the fair information practice principles . 66. An overview of data protection & sovereignty legislation . .66 . EMEA Asia Pacific Americas A practical approach towards global compliance . 66 . 1 . Develop data governance policies, standards & controls 2 . Create data taxonomy 3 . Confirm data owners 4 . Identify critical datasets & critical data elements 5 . Establish data collection standards 6 . Define acceptable use standards 7 . Implement data security 8 . Conduct data protection impact assessments 9 . Conduct vendor risk assessments 10 . Improve data quality 11 . Stitch data lineage 12 . Govern analytical models 13 . Manage end user computing 14 . Govern the lifecycle of information 15 . Set up data sharing agreements 16 . Enforce compliance with controls Summary . 66 About information asset & Talend . 66. About the authors . .66 . 2 Gdpr, Ccpa, & Beyond: 16 Practical Steps Towards Global Data Privacy Compliance with Talend Introduction Data privacy and protection are increasingly capturing the attention of business leaders, citizens, law enforcement agencies and governments . Data regulations, whose reach used to be limited to heavily regulated industries such as banking, insurance, healthcare or life sciences are now burgeoning across countries and apply to any business no matter its size or industry, highlighting the importance of a concept called data sovereignty . Data sovereignty refers to legislation that covers information that is subject to the laws of the country in which the information is located or stored . It impacts the protection of data and is affected by governmental regulations for data privacy, data storage, data processing, and data transfers across country boundaries . -
Regulation 2.0 in a Web 3.0 World
REGULATION 2.0 IN A WEB 3.0 WORLD ISTANBUL, TURKEY APRIL 2013 1 SCENE SETTING 2 What is news? News is the communication of selected information on current events which is presented by print, broadcast, Internet, or word of mouth [the media] to a third-party or mass audience. Italics mine Source: http://en.wikipedia.org/wiki/News 3 Why regulate the media? • The management of what is arguably the key economic resource in the emerging `information society', with a very high dependence on all forms of communication. • The protection of public order and support for instruments of government and justice. • The protection of individual and sectional rights and interests that might be harmed by unrestricted use of public means of communication. • The promotion of the efficiency and development of the communication system, by way of technical standardization, innovation, connectivity and universal provision. • The promotion of access, freedom to communicate, diversity and universal provision as well as securing communicative and cultural ends chosen by the people for themselves. • Maintaining conditions for effective operation of free markets in media services, especially competition and access, protection of consumers, stimulating innovation and expansion. Source: http://www.le.ac.uk/oerresources/media/ms7501/mod2unit11/index.htm 4 Current examples • Twittergate – Superinjunctions and Lord MacAlpine – Slander via citizens using digital technology to produce user generated content • Phone hacking and Leveson – Journalists acquiring private data -
SIPA Capstone Assessing Social Media-Driven Influence Operations in Latin America
SIPA Capstone Assessing Social Media-Driven Influence Operations in Latin America Client FireEye Advisor Neal Pollard Team Timothy Lehey Daniel O’Quinn Edward Shim Jonathan Song Fan Zhang Acknowledgements. The Columbia SIPA Capstone team would like to extend its gratitude to any individuals or organizations that contributed to the Capstone project and assisted in advancing our research. Professor Neal Pollard, Adjunct Professor of International and Public Affairs, whose advising and mentoring was critical to the overall success of the Capstone project. Luke McNamara and the rest of the FireEye team, who were always available to answer our questions and provide feedback. Suzanne Hollman and Saleha Awal for their logistical support and backing for unique opportunities that presented themselves along the way. United States Southern Command and Special Operations Command South for taking an interest in our research and making its personnel available for consultation. All the interviewees that provided their expertise and participated in our project. Your input was instrumental in advancing our research.1 1 Any views expressed herein are the authors’ own and do not necessarily represent those of SIPA. 1 Executive Summary Given the recent rise and influence of social media in Latin America (LA), social media (SM) has become the platform of choice for actors seeking to influence public opinion and, in effect, the electoral process. With social media-driven influence of the 2016 U.S. Presidential election dominating headlines and with six Latin American (LA) national elections in 2018, there is concern that SMDIO may impact elections. “Social media” in LA encompasses platforms such as Facebook, Twitter, WhatsApp, Instagram, and related messaging platforms. -
Cybersecurity, Sovereignty and U.S. Foreign Policy
CYBERSECURITY , SOVEREIGNTY AND U.S. F OREIGN POLICY 21st Century Leaders Council 2014 CYBERSECURITY ROUNDTABLE (with NCAFP Policy Recommendations) NEW YORK CITY Tuesday, November 4, 2014 Our Mi ssion The National Committee on American Foreign Policy (NCAFP) was founded in 1974 by Professor Hans J. Morgenthau and others. It is a nonprofit activist think tank dedicated to the resolution of conflicts that threaten U.S. interests. Toward that end, the NCAFP identifies, articulates, and helps advance American foreign policy interests from a nonpartisan perspective within the framework of political realism. American foreign policy interests include: • preserving and strengthening national security; • supporting countries committed to the values and the practice of political, religious, and cultural pluralism; • improving U.S. relations with the developed and developing worlds; • advancing human rights; • encouraging realistic arms control agreements; • curbing the proliferation of nuclear and other unconventional weapons; • promoting an open and global economy. An important part of the activity of the NCAFP is Track I½ and Track II diplomacy. Such closed-door and off-the-record endeavors provide unique opportunities for senior U.S. and foreign officials, think tank experts, and scholars to engage in discussions designed to defuse conflict, build confidence, and resolve problems. Believing that an informed public is vital to a democratic society, the National Committee offers educational programs that address security challenges facing the United States and publishes a variety of publications, including its bimonthly journal, American Foreign Policy Interests, that present keen analyses of all aspects of American foreign policy. CONTENTS Introduction . .1 Summary of Discussions . .3 Panel 1: Connected Choices: The Internet and Sovereign Decision Making. -
Effect of Telecommunications Deregulation on the Deployment of Intelligent Transportation Systems in Texas and at the Texas-Mexico Border
Technical Reoort Documentation Paee 1. ReportNo. 2. Government Accession No. 3. Recipient's Catalog No. TTl/ITS RCE-97/02 4. Title and Subtitle 5. Report Date EFFECT OF TELECOMMUNICATIONS DEREGULATION ON June 1997 THE DEPLOYMENT OF INTELLIGENT TRANSPORTATION 6. Perfonning Organization Code SYSTEMS IN TEXAS AND AT THE TEXAS-MEXICO BORDER 7. Author(s) 8. Perfonning Organization Report No. Marcia L. Pincus 9. Perfonning Organization Name and Address 10. Work Unit No. (TRAIS) Texas Transportation Institute The Texas A&M University System 11. Contract or Grant No. College Station, TX 77843-3135 DTFH61-93-X-00017-004 12. Sponsoring Agency Name and Address 13. Type of Report and Period Covered Texas A&M ITS RCE Final: Texas Transportation Institute February 1996 - February 1997 The Texas A&M University System 14. Sponsoring Agency Code College Station, TX 77843-3135 15. Supplementary Notes Research supported by a cooperative agreement from the Federal Highway Administration, ITS Research Centers of Excellence Program. Additional support for this research rpovided by the Texas Department of Transportation and the Texas Transportation Institute Research Project: Improve Transportation Efficiency in the U.S.-Mexico Border Area Through the Use of ITS 16. Absttact In 1996, the U.S. and Mexico passed legislation to deregulate their telecommunications industries. In both countries, telecommunications deregulation dramatically changed the nature of the competitive relationships between telecommunications service and equipment providers, as well as changing the nature of the market in general. These changes will affect the development and use of individual telecommunications technologies, and will also affect the nature of public-private partnerships for the research, development, and deployment of Intelligent Transportation Systems (ITS), particularly at the U.S.-Mexico border.