On Managing Vulnerabilities in AI/ML Systems
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Mary Beth Chrissis, Mike Konrad, Sandra
ptg Process Areas by Category Process Management OPD Organizational Process Definition OPF Organizational Process Focus OPM Organizational Performance Management OPP Organizational Process Performance OT Organizational Training Project Management IPM Integrated Project Management PMC Project Monitoring and Control PP Project Planning QPM Quantitative Project Management REQM Requirements Management RSKM Risk Management SAM Supplier Agreement Management Engineering PI Product Integration RD Requirements Development TS Technical Solution ptg VAL Validation VER Verification Support CAR Causal Analysis and Resolution CM Configuration Management DAR Decision Analysis and Resolution MA Measurement and Analysis PPQA Process and Product Quality Assurance Generic Goals and Practices GG1 Achieve Specific Goals GP 1.1 Perform Specific Practices GG2 Institutionalize a Managed Process GP2.1 Establish an Organizational Policy GP 2.2 Plan the Process GP 2.3 Provide Resources GP 2.4 Assign Responsibility GP 2.5 Train People GP 2.6 Control Work Products GP 2.7 Identify and Involve Relevant Stakeholders GP 2.8 Monitor and Control the Process GP 2.9 Objectively Evaluate Adherence GP 2.10 Review Status with Higher Level Management GG3 Institutionalize a Defined Process GP 3.1 Establish a Defined Process GP 3.2 Collect Process Related Experiences ptg CMMI® for Development Third Edition ptg Wow! eBook <WoweBook.Com> The SEI Series in Software Engineering Visit informit.com/sei for a complete list of available products. ptg he SEI Series in Software Engineering represents is a collaborative Tundertaking of the Carnegie Mellon Software Engineering Institute (SEI) and Addison-Wesley to develop and publish books on software engineering and related topics. The common goal of the SEI and Addison-Wesley is to provide the most current information on these topics in a form that is easily usable by practitioners and students. -
NYU School of Law Outline: Trademarks, Barton Beebe
NYU School of Law Outline: Trademarks, Barton Beebe Will Frank (Class of 2011) Fall Semester, 2009 Contents 1 Introduction to Trademark and Unfair Competition Law 3 1.1 Sources and Nature of Rights . 4 1.2 The Nature of Unfair Competition Law . 4 1.3 Purposes of Trademark Law . 4 1.4 The Lanham Act . 5 2 Distinctiveness 6 2.1 The Spectrum of Distinctiveness . 7 2.2 Descriptiveness and Secondary Meaning . 7 2.3 Generic Terms . 8 2.4 Distinctiveness of Nonverbal Identifiers (Logos, Packages, Prod- uct Design, Colors) . 9 2.4.1 Different Tests/Standards? . 9 2.4.2 Expanding the Types of Nonverbal Marks . 9 2.4.3 The Design/Packaging Distinction . 10 2.4.4 Trade Dress Protection After Wal-Mart . 10 2.5 The Edge of Protection: Subject Matter Exclusions? . 12 2.5.1 Exotic Source-Identifiers . 12 2.6 Review . 12 3 Functionality 13 3.1 The Concept . 14 3.2 The Scope of the Doctrine . 15 3.3 The Modern Approach . 15 3.4 Post-TrafFix Devices Applications . 17 4 Use 18 4.1 As a Jurisdictional Prerequisite . 18 4.2 As a Prerequisite for Acquiring Rights . 18 4.2.1 Actual Use . 18 4.2.2 Constructive Use . 19 1 4.3 \Surrogate" Uses . 20 4.3.1 By Affiliates . 20 4.4 The Public as Surrogate . 20 4.5 Loss of Rights . 21 4.5.1 Abandonment Through Non-Use . 21 4.5.2 Abandonment Through Failure to Control Use . 21 5 Registration 22 5.1 The Registration Process . 22 5.1.1 Overview . -
Protecting Folklore Under Modern Intellectual Property Regimes
American University Law Review Volume 48 | Issue 4 Article 2 1999 Protecting Folklore Under Modern Intellectual Property Regimes: A Reappraisal of the Tensions Between Individual and Communal Rights in Africa and the United States Paul Kuruk Follow this and additional works at: http://digitalcommons.wcl.american.edu/aulr Part of the Intellectual Property Commons, and the International Law Commons Recommended Citation Kuruk, Paul. “ Protecting Folklore Under Modern Intellectual Property Regimes: A Reappraisal of the Tensions Between Individual and Communal Rights in Africa and the United States.” American University Law Review 48, no.4 (April, 1999): 769-843. This Article is brought to you for free and open access by the Washington College of Law Journals & Law Reviews at Digital Commons @ American University Washington College of Law. It has been accepted for inclusion in American University Law Review by an authorized administrator of Digital Commons @ American University Washington College of Law. For more information, please contact [email protected]. Protecting Folklore Under Modern Intellectual Property Regimes: A Reappraisal of the Tensions Between Individual and Communal Rights in Africa and the United States Keywords Folklore, Intellectual Property Law, Regional Arrangements This article is available in American University Law Review: http://digitalcommons.wcl.american.edu/aulr/vol48/iss4/2 PROTECTING FOLKLORE UNDER MODERN INTELLECTUAL PROPERTY REGIMES: A REAPPRAISAL OF THE TENSIONS BETWEEN INDIVIDUAL AND COMMUNAL RIGHTS IN AFRICA AND THE UNITED STATES * PAUL KURUK TABLE OF CONTENTS Introduction.............................................................................................. I. Folklore Under Traditional Systems........................................ 776 A. Nature of Folklore ............................................................. 776 B. Protection Under Customary Law .................................... 780 1. Social groups and rights in folklore ........................... -
Basics Track: Franchisor's Intellectual Property and How to Protect It
International Franchise Association 52nd Annual Legal Symposium May 5-7, 2019 Washington, DC Basics Track: Franchisor’s Intellectual Property and How to Protect It Christopher Kelly Partner, Wiley Rein LLP Washington, D.C. Vincent Frantz Attorney, Cheng Cohen LLC Chicago, Illinois 1 Table of Contents I. The Four Primary Types of Intellectual Property ....................................................... 4 A. Trademarks ........................................................................................................... 4 1. Selecting a Protectable Mark ............................................................................. 5 2. Common Law Trademarks ................................................................................. 7 3. Domestic Trademark Registration ...................................................................... 8 4. International Trademark Protection .................................................................. 11 5. Proper Use of Trademarks ............................................................................... 12 6. Enforcement of Rights/Trademark Infringement ............................................... 13 B. Trade Secrets ...................................................................................................... 14 1. Elements of a Trade Secret.............................................................................. 15 2. Misappropriation of Trade Secrets ................................................................... 16 3. Federal Protection for Trade Secrets -
Introduction to Trademark Law and Practice
WORLD INTELLECTUAL PROPERTY ORGANIZATION INTRODUCTION TO TRADEMARK LAW & PRACTICE THE BASIC CONCEPTS A WIPO TRAINING MANUAL GENEVA 1993 (Second Edition) ( ( WIPO PUBLICATION No 653 (El ISBN 92-805-0167-4 WIPO 1993 PREFACE The present publication is the second edition of a volume of the same title that was published by the World Intellectual Property Organization (WIPO) in 1987 and reprinted in 1990. The first edition was written by Mr. Douglas Myall, former Assistant Registrar of Trade Marks, United Kingdom. The present revised edition of the publication has been prepared by Mr. Gerd Kunze, Vevey, Switzerland, and reflects his extensive expertise and experience in the administration of the trademark operations of a large international corporation, Nestle S. A., as well as his intensive involvement, as a leading representative of several international non-governmental organizations, in international meetings convened by WIPO. This publication is intended to provide a practical introduction to trademark administration for those with little or no experience of the subject but who may have to deal with it in an official or business capacity. Throughout the text, the reader is invited to answer questions relating to the text. Those questions are numbered to correspond to the answers that are given, with a short commentary, in Appendix I. Arpad Bogsch Director General World Intellectual Property Organization February 1993 ( ( LIST OF CONTENTS CHAPTER 1. TRADEMARKS AND OTHER SIGNS: A GENERAL SURVEY 7 1.1 Use of trademarks in commerce . 9 1.2 What is a trademark?. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. 9 1.3 Need for legal protection .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. .. 10 1.4 How can a trademark be protected? . -
Letters to the Editor
Articles Letters to the Editor Research Priorities for is a product of human intelligence; we puter scientists, innovators, entrepre - cannot predict what we might achieve neurs, statisti cians, journalists, engi - Robust and Beneficial when this intelligence is magnified by neers, authors, professors, teachers, stu - Artificial Intelligence: the tools AI may provide, but the eradi - dents, CEOs, economists, developers, An Open Letter cation of disease and poverty are not philosophers, artists, futurists, physi - unfathomable. Because of the great cists, filmmakers, health-care profes - rtificial intelligence (AI) research potential of AI, it is important to sionals, research analysts, and members Ahas explored a variety of problems research how to reap its benefits while of many other fields. The earliest signa - and approaches since its inception, but avoiding potential pitfalls. tories follow, reproduced in order and as for the last 20 years or so has been The progress in AI research makes it they signed. For the complete list, see focused on the problems surrounding timely to focus research not only on tinyurl.com/ailetter. - ed. the construction of intelligent agents making AI more capable, but also on Stuart Russell, Berkeley, Professor of Com - — systems that perceive and act in maximizing the societal benefit of AI. puter Science, director of the Center for some environment. In this context, Such considerations motivated the “intelligence” is related to statistical Intelligent Systems, and coauthor of the AAAI 2008–09 Presidential Panel on standard textbook Artificial Intelligence: a and economic notions of rationality — Long-Term AI Futures and other proj - Modern Approach colloquially, the ability to make good ects on AI impacts, and constitute a sig - Tom Dietterich, Oregon State, President of decisions, plans, or inferences. -
ANNEX 2 Provisions of the Convention for the Protection of Industrial Property (1967) Referred to in the TRIPS Agreement* TABLE
ANNEX 2 Provisions of the Convention for the Protection of Industrial Property (1967) referred to in the TRIPS Agreement TABLE OF CONTENTS Article 1 Establishment of the Union; Scope of Industrial Property Article 2 National Treatment for Nationals of Countries of the Union Article 3 Same Treatment for Certain Categories of Persons as for Nationals of Countries of the Union Article 4 A to I. Patents, Utility Models, Industrial Designs, Marks, Inventors’ Certificates: Right of Priority - G. Patents: Division of the Application Article 4bis Patents: Independence of Patents Obtained for the Same Invention in Different Countries Article 4ter Patents: Mention of the Inventor in the Patent Article 4quater Patents: Patentability in Case of Restrictions of Sale by Law Article 5 A. Patents: Importation of Articles; Failure to Work or Insufficient Working; Compulsory Licences. B. Industrial Designs: Failure to Work; Importation of Articles C. Marks: Failure to Use; Different Forms; Use by Co-proprietors D. Patents, Utility Models, Marks, Industrial Designs: Marking Article 5bis All Industrial Property Rights: Period of Grace for the Payment of Fees for the Maintenance of Rights; Patents: Restoration Article 5ter Patents: Patented Devices Forming Part of Vessels, Aircraft, or Land Vehicles [WTO Secretariat note] The provisions reproduced herein are referred to in Article 2.1 and in other provisions of the TRIPS Agreement. This volume uses the titles that the International Bureau of WIPO has given to them to facilitate their identification. The Table of Contents is added for the convenience of the reader. Neither the titles nor the Table of Contents appear in the signed (French) text. -
The Future of AI: Opportunities and Challenges
The Future of AI: Opportunities and Challenges Puerto Rico, January 2-5, 2015 ! Ajay Agrawal is the Peter Munk Professor of Entrepreneurship at the University of Toronto's Rotman School of Management, Research Associate at the National Bureau of Economic Research in Cambridge, MA, Founder of the Creative Destruction Lab, and Co-founder of The Next 36. His research is focused on the economics of science and innovation. He serves on the editorial boards of Management Science, the Journal of Urban Economics, and The Strategic Management Journal. & Anthony Aguirre has worked on a wide variety of topics in theoretical cosmology, ranging from intergalactic dust to galaxy formation to gravity physics to the large-scale structure of inflationary universes and the arrow of time. He also has strong interest in science outreach, and has appeared in numerous science documentaries. He is a co-founder of the Foundational Questions Institute and the Future of Life Institute. & Geoff Anders is the founder of Leverage Research, a research institute that studies psychology, cognitive enhancement, scientific methodology, and the impact of technology on society. He is also a member of the Effective Altruism movement, a movement dedicated to improving the world in the most effective ways. Like many of the members of the Effective Altruism movement, Geoff is deeply interested in the potential impact of new technologies, especially artificial intelligence. & Blaise Agüera y Arcas works on machine learning at Google. Previously a Distinguished Engineer at Microsoft, he has worked on augmented reality, mapping, wearable computing and natural user interfaces. He was the co-creator of Photosynth, software that assembles photos into 3D environments. -
Beneficial AI 2017
Beneficial AI 2017 Participants & Attendees 1 Anthony Aguirre is a Professor of Physics at the University of California, Santa Cruz. He has worked on a wide variety of topics in theoretical cosmology and fundamental physics, including inflation, black holes, quantum theory, and information theory. He also has strong interest in science outreach, and has appeared in numerous science documentaries. He is a co-founder of the Future of Life Institute, the Foundational Questions Institute, and Metaculus (http://www.metaculus.com/). Sam Altman is president of Y Combinator and was the cofounder of Loopt, a location-based social networking app. He also co-founded OpenAI with Elon Musk. Sam has invested in over 1,000 companies. Dario Amodei is the co-author of the recent paper Concrete Problems in AI Safety, which outlines a pragmatic and empirical approach to making AI systems safe. Dario is currently a research scientist at OpenAI, and prior to that worked at Google and Baidu. Dario also helped to lead the project that developed Deep Speech 2, which was named one of 10 “Breakthrough Technologies of 2016” by MIT Technology Review. Dario holds a PhD in physics from Princeton University, where he was awarded the Hertz Foundation doctoral thesis prize. Amara Angelica is Research Director for Ray Kurzweil, responsible for books, charts, and special projects. Amara’s background is in aerospace engineering, in electronic warfare, electronic intelligence, human factors, and computer systems analysis areas. A co-founder and initial Academic Model/Curriculum Lead for Singularity University, she was formerly on the board of directors of the National Space Society, is a member of the Space Development Steering Committee, and is a professional member of the Institute of Electrical and Electronics Engineers (IEEE). -
F.3. the NEW POLITICS of ARTIFICIAL INTELLIGENCE [Preliminary Notes]
F.3. THE NEW POLITICS OF ARTIFICIAL INTELLIGENCE [preliminary notes] MAIN MEMO pp 3-14 I. Introduction II. The Infrastructure: 13 key AI organizations III. Timeline: 2005-present IV. Key Leadership V. Open Letters VI. Media Coverage VII. Interests and Strategies VIII. Books and Other Media IX. Public Opinion X. Funders and Funding of AI Advocacy XI. The AI Advocacy Movement and the Techno-Eugenics Movement XII. The Socio-Cultural-Psychological Dimension XIII. Push-Back on the Feasibility of AI+ Superintelligence XIV. Provisional Concluding Comments ATTACHMENTS pp 15-78 ADDENDA pp 79-85 APPENDICES [not included in this pdf] ENDNOTES pp 86-88 REFERENCES pp 89-92 Richard Hayes July 2018 DRAFT: NOT FOR CIRCULATION OR CITATION F.3-1 ATTACHMENTS A. Definitions, usage, brief history and comments. B. Capsule information on the 13 key AI organizations. C. Concerns raised by key sets of the 13 AI organizations. D. Current development of AI by the mainstream tech industry E. Op-Ed: Transcending Complacency on Superintelligent Machines - 19 Apr 2014. F. Agenda for the invitational “Beneficial AI” conference - San Juan, Puerto Rico, Jan 2-5, 2015. G. An Open Letter on Maximizing the Societal Benefits of AI – 11 Jan 2015. H. Partnership on Artificial Intelligence to Benefit People and Society (PAI) – roster of partners. I. Influential mainstream policy-oriented initiatives on AI: Stanford (2016); White House (2016); AI NOW (2017). J. Agenda for the “Beneficial AI 2017” conference, Asilomar, CA, Jan 2-8, 2017. K. Participants at the 2015 and 2017 AI strategy conferences in Puerto Rico and Asilomar. L. Notes on participants at the Asilomar “Beneficial AI 2017” meeting. -
2010 CERT Research Report
The CERT® Program’s research mission is to leverage our operational experience and access to state-of-the-art research to fill gaps for our customers, collaborate with the cyber security research community, and provide longer-range perspectives on cyber-security research, technology, and policy. Table of Contents CERT Research Vision .................................................... 2 Executive Summary ..................................................... 3 2010 Research Report Abstracts . 4 CERT in the News ....................................................... 7 Special Project: Recommending Cyber Security Research Topics ................. 9 Critical Code ............................................................11 Insider Threat .......................................................... 14 Insider Threat Vulnerability Assessment Measurement . 17 Modeling and Analysis of Insider Fraud . 19 Insider Threat Lab . 21 Insider Threat in the Financial Services Sector . 22 Preventing the Federal Government from Being the Victim of Identity Theft . 24 Secure Coding ......................................................... 25 Secure Coding Initiative . 28 Software Security Assurance ............................................. 34 Building Assured Systems Framework (BASF) . 37 Supply Chain Assurance . 39 Measuring Software Security Assurance . 42 Security Requirements Engineering . 45 Using Trusted Hardware as a Foundation for Cyber Security . 47 Analysis of Catastrophic Failures . 50 Complexity Modeling and Analysis . 52 Science of Cyber -
Public Response to RFI on AI
White House Office of Science and Technology Policy Request for Information on the Future of Artificial Intelligence Public Responses September 1, 2016 Respondent 1 Chris Nicholson, Skymind Inc. This submission will address topics 1, 2, 4 and 10 in the OSTP’s RFI: • the legal and governance implications of AI • the use of AI for public good • the social and economic implications of AI • the role of “market-shaping” approaches Governance, anomaly detection and urban systems The fundamental task in the governance of urban systems is to keep them running; that is, to maintain the fluid movement of people, goods, vehicles and information throughout the system, without which it ceases to function. Breakdowns in the functioning of these systems and their constituent parts are therefore of great interest, whether it be their energy, transport, security or information infrastructures. Those breakdowns may result from deteriorations in the physical plant, sudden and unanticipated overloads, natural disasters or adversarial behavior. In many cases, municipal governments possess historical data about those breakdowns and the events that precede them, in the form of activity and sensor logs, video, and internal or public communications. Where they don’t possess such data already, it can be gathered. Such datasets are a tremendous help when applying learning algorithms to predict breakdowns and system failures. With enough lead time, those predictions make pre- emptive action possible, action that would cost cities much less than recovery efforts in the wake of a disaster. Our choice is between an ounce of prevention or a pound of cure. Even in cases where we don’t have data covering past breakdowns, algorithms exist to identify anomalies in the data we begin gathering now.