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Full-Text Articles in Law
Shields Up For Software, Derek E. Bambauer, Melanie J. Teplinsky
Shields Up For Software, Derek E. Bambauer, Melanie J. Teplinsky
UF Law Faculty Publications
This Article contends that the National Cybersecurity Strategy's software liability regime should incorporate two safe harbors. The first would shield software creators and vendors from liability for decisions related to design, implementation, and maintenance, as long as those choices follow enumerated best practices. The second—the “inverse safe harbor”—would have the opposite effect: coders and distributors who engaged in defined worst practices would automatically become liable. This Article explains the design, components, and justifications for these twin safe harbors. The software safe harbors are key parts of the overall design of the new liability regime and work in tandem with the …
Chinese Technology Platforms Operating In The United States: Assessing The Threat (Originally Published As A Joint Report Of The National Security, Technology, And Law Working Group At The Hoover Institution At Stanford University And The Tech, Law & Security Program At American University Washington College Of Law), Gary Corn, Jennifer Daskal, Jack Goldsmith, Chris Inglis, Paul Rosenzweig, Samm Sacks, Bruce Schneier, Alex Stamos, Vincent Stewart
Chinese Technology Platforms Operating In The United States: Assessing The Threat (Originally Published As A Joint Report Of The National Security, Technology, And Law Working Group At The Hoover Institution At Stanford University And The Tech, Law & Security Program At American University Washington College Of Law), Gary Corn, Jennifer Daskal, Jack Goldsmith, Chris Inglis, Paul Rosenzweig, Samm Sacks, Bruce Schneier, Alex Stamos, Vincent Stewart
Joint PIJIP/TLS Research Paper Series
No abstract provided.
Contracting For Algorithmic Accountability, Cary Coglianese, Erik Lampmann
Contracting For Algorithmic Accountability, Cary Coglianese, Erik Lampmann
All Faculty Scholarship
As local, state, and federal governments increase their reliance on artificial intelligence (AI) decision-making tools designed and operated by private contractors, so too do public concerns increase over the accountability and transparency of such AI tools. But current calls to respond to these concerns by banning governments from using AI will only deny society the benefits that prudent use of such technology can provide. In this Article, we argue that government agencies should pursue a more nuanced and effective approach to governing the governmental use of AI by structuring their procurement contracts for AI tools and services in ways that …
Legal Risks Of Adversarial Machine Learning Research, Ram Shankar Siva Kumar, Jonathon Penney, Bruce Schneier, Kendra Albert
Legal Risks Of Adversarial Machine Learning Research, Ram Shankar Siva Kumar, Jonathon Penney, Bruce Schneier, Kendra Albert
Articles, Book Chapters, & Popular Press
Adversarial machine learning is the systematic study of how motivated adversaries can compromise the confidentiality, integrity, and availability of machine learning (ML) systems through targeted or blanket attacks. The problem of attacking ML systems is so prevalent that CERT, the federally funded research and development center tasked with studying attacks, issued a broad vulnerability note on how most ML classifiers are vulnerable to adversarial manipulation. Google, IBM, Facebook, and Microsoft have committed to investing in securing machine learning systems. The US and EU are likewise putting security and safety of AI systems as a top priority.
Now, research on adversarial …
Politics Of Adversarial Machine Learning, Kendra Albert, Jonathon Penney, Bruce Schneier, Ram Shankar Siva Kumar
Politics Of Adversarial Machine Learning, Kendra Albert, Jonathon Penney, Bruce Schneier, Ram Shankar Siva Kumar
Articles, Book Chapters, & Popular Press
In addition to their security properties, adversarial machine-learning attacks and defenses have political dimensions. They enable or foreclose certain options for both the subjects of the machine learning systems and for those who deploy them, creating risks for civil liberties and human rights. In this paper, we draw on insights from science and technology studies, anthropology, and human rights literature, to inform how defenses against adversarial attacks can be used to suppress dissent and limit attempts to investigate machine learning systems. To make this concrete, we use real-world examples of how attacks such as perturbation, model inversion, or membership inference …
Reading Reflection Privacy And Security, Paul Sujith Rayi
Reading Reflection Privacy And Security, Paul Sujith Rayi
School of Information Studies - Post-doc and Student Scholarship
No abstract provided.
Borders And Bits, Jennifer Daskal
Borders And Bits, Jennifer Daskal
Articles in Law Reviews & Other Academic Journals
Our personal data is everywhere and anywhere, moving across national borders in ways that defy normal expectations of how things and people travel from Point A to Point B. Yet, whereas data transits the globe without any intrinsic ties to territory, the governments that seek to access or regulate this data operate with territorial-based limits. This Article tackles the inherent tension between how governments and data operate, the jurisdictional conflicts that have emerged, and the power that has been delegated to the multinational corporations that manage our data across borders as a result. It does so through the lens of …
Saving Face: Unfolding The Screen Of Chinese Privacy Law, Tiffany Li, Jill Bronfman, Zhou Zhou
Saving Face: Unfolding The Screen Of Chinese Privacy Law, Tiffany Li, Jill Bronfman, Zhou Zhou
Faculty Scholarship
Privacy is often a subjective value, taking on meaning from specific social, historical, and cultural contexts. Western privacy scholars have so far generally limited academic study to focus on Western ideals of privacy. However, privacy – or some notion of it – can be found in almost every culture and every nation, including the growing economic powerhouse that is the People’s Republic of China. Focusing on China as a case study of non-Western privacy norms is important today, given the rapid rise of the Chinese economy and its corresponding impact on worldwide cultural norms and law. Simply put, it is …
Data Collection And The Regulatory State, Ahmed Ghappour
Data Collection And The Regulatory State, Ahmed Ghappour
Faculty Scholarship
The following remarks were given on January 27, 2017 during the Connecticut Law Review’s symposium, “Privacy, Security & Power: The State of Digital Surveillance.” Hillary Greene, the Zephaniah Swift Professor of Law at the University of Connecticut School of Law, offered introductory remarks and moderated the panel. The panel included Dr. Cooper, Associate Professor of Law and Director of the Program on Economics & Privacy at Antonin Scalia Law School at George Mason University, Professor Ghappour, Visiting Assistant Professor at UC Hastings College of the Law, Attorney Lieber, Senior Privacy Policy Counsel at Google, and Dr. Wu, Professor of Law …
Privacy's Trust Gap, Neil M. Richards, Woodrow Hartzog
Privacy's Trust Gap, Neil M. Richards, Woodrow Hartzog
Faculty Scholarship
It can be easy to get depressed about the state of privacy these days. In an age of networked digital information, many of us feel disempowered by the various governments, companies, and criminals trying to peer into our lives to collect our digital data trails. When so much is in flux, the way we think about an issue matters a great deal. Yet while new technologies abound, our ideas and thinking — as well as our laws — have lagged in grappling with the new problems raised by the digital revolution. In their important new book, Obfuscation: A User’s Guide …
Paying For Privacy And The Personal Data Economy, Stacy-Ann Elvy
Paying For Privacy And The Personal Data Economy, Stacy-Ann Elvy
Articles & Chapters
Growing demands for privacy and increases in the quantity and variety of consumer data have engendered various business offerings to allow companies, and in some instances consumers, to capitalize on these developments. One such example is the emerging “personal data economy” (PDE) in which companies, such as Datacoup, purchase data directly from individuals. At the opposite end of the spectrum, the “pay-for-privacy” (PFP) model requires consumers to pay an additional fee to prevent their data from being collected and mined for advertising purposes. This Article conducts a simultaneous in-depth exploration of the impact of burgeoning PDE and PFP models. It …
13th Annual Diversity Symposium Dinner 04-07-2016, Roger Williams University School Of Law
13th Annual Diversity Symposium Dinner 04-07-2016, Roger Williams University School Of Law
School of Law Conferences, Lectures & Events
No abstract provided.
The Internet Of Heirlooms And Disposable Things, Woodrow Hartzog, Evan Selinger
The Internet Of Heirlooms And Disposable Things, Woodrow Hartzog, Evan Selinger
Faculty Scholarship
The Internet of Things (“IoT”) is here, and we seem to be going all in. We are trying to put a microchip in nearly every object that is not nailed down and even a few that are. Soon, your cars, toasters, toys, and even your underwear will be wired up to make your lives better. The general thought seems to be that “Internet connectivity makes good objects great.” While the IoT might be incredibly useful, we should proceed carefully. Objects are not necessarily better simply because they are connected to the Internet. Often, the Internet can make objects worse and …
The Continuing Battle Over Privacy Vs. Security, Ellen Cornelius
The Continuing Battle Over Privacy Vs. Security, Ellen Cornelius
Homeland Security Publications
No abstract provided.
Deconstructing The Relationship Between Privacy And Security [Viewpoint], Gregory Conti, Lisa A. Shay, Woodrow Hartzog
Deconstructing The Relationship Between Privacy And Security [Viewpoint], Gregory Conti, Lisa A. Shay, Woodrow Hartzog
Faculty Scholarship
From a government or law-enforcement perspective, one common model of privacy and security postulates that security and privacy are opposite ends of a single continuum. While this model has appealing properties, it is overly simplistic. The relationship between privacy and security is not a binary operation in which one can be traded for the other until a balance is found. One fallacy common in privacy and security discourse is that trade-offs are effective or even necessary. Consider the remarks of New York Police Department Commissioner Ray Kelly shortly after the Boston Marathon bombing, “I'm a major proponent of cameras. I …
Regulating The Internet Of Things: First Steps Toward Managing Discrimination, Privacy, Security, And Consent, Scott R. Peppet
Regulating The Internet Of Things: First Steps Toward Managing Discrimination, Privacy, Security, And Consent, Scott R. Peppet
Publications
The consumer "Internet of Things" is suddenly reality, not science fiction. Electronic sensors are now ubiquitous in our smartphones, cars, homes, electric systems, health-care devices, fitness monitors, and workplaces. These connected, sensor-based devices create new types and unprecedented quantities of detailed, high-quality information about our everyday actions, habits, personalities, and preferences. Much of this undoubtedly increases social welfare. For example, insurers can price automobile coverage more accurately by using sensors to measure exactly how you drive (e.g., Progressive 's Snapshot system), which should theoretically lower the overall cost of insurance. But the Internet of Things raises new and difficult questions …
The Fight To Frame Privacy, Woodrow Hartzog
The Fight To Frame Privacy, Woodrow Hartzog
Faculty Scholarship
The resolution of a debate often hinges on how the problem being debated is presented. In psychology and related disciplines, this method of issue presentation is known as framing. Framing theory holds that even small changes in the presentation of an issue or event can produce significant changes of opinion. Framing has become increasingly important in discussions about privacy and security. In his new book, "Nothing to Hide: The False Tradeoff Between Privacy and Security," Daniel Solove argues that if we continue to view privacy and security as diametrically opposed to each other, privacy will always lose. Solove argues that …
An Ethical Duty To Protect One’S Own Information Privacy?, Anita L. Allen
An Ethical Duty To Protect One’S Own Information Privacy?, Anita L. Allen
All Faculty Scholarship
People freely disclose vast quantities of personal and personally identifiable information. The central question of this Meador Lecture in Morality is whether they have a moral (or ethical) obligation (or duty) to withhold information about themselves or otherwise to protect information about themselves from disclosure. Moreover, could protecting one’s own information privacy be called for by important moral virtues, as well as obligations or duties? Safeguarding others’ privacy is widely understood to be a responsibility of government, business, and individuals. The “virtue” of fairness and the “duty” or “obligation” of respect for persons arguably ground other-regarding responsibilities of confidentiality and …
Cloud Computing: Architectural And Policy Implications, Christopher S. Yoo
Cloud Computing: Architectural And Policy Implications, Christopher S. Yoo
All Faculty Scholarship
Cloud computing has emerged as perhaps the hottest development in information technology. Despite all of the attention that it has garnered, existing analyses focus almost exclusively on the issues that surround data privacy without exploring cloud computing’s architectural and policy implications. This article offers an initial exploratory analysis in that direction. It begins by introducing key cloud computing concepts, such as service-oriented architectures, thin clients, and virtualization, and discusses the leading delivery models and deployment strategies that are being pursued by cloud computing providers. It next analyzes the economics of cloud computing in terms of reducing costs, transforming capital expenditures …
Free Speech And The Myth Of The Internet As An Unintermediated Experience, Christopher S. Yoo
Free Speech And The Myth Of The Internet As An Unintermediated Experience, Christopher S. Yoo
All Faculty Scholarship
In recent years, a growing number of commentators have raised concerns that the decisions made by Internet intermediaries — including last-mile network providers, search engines, social networking sites, and smartphones — are inhibiting free speech and have called for restrictions on their ability to prioritize or exclude content. Such calls ignore the fact that when mass communications are involved, intermediation helps end users to protect themselves from unwanted content and allows them to sift through the avalanche of desired content that grows ever larger every day. Intermediation also helps solve a number of classic economic problems associated with the Internet. …
Collateralizing Internet Privacy, Xuan-Thao Nguyen
Collateralizing Internet Privacy, Xuan-Thao Nguyen
Articles
Collateralizing privacy is a pervasive conduct committed by many on-line companies. Yet most don't even realize that they are engaging in collateralizing privacy. Worse yet, governmental agencies and consumer groups are not even aware of the violation of on-line consumer privacy by the collateralization of privacy. Professor Nguyen argues that collateralizing privacy occurs under the existing privacy regime and the architecture of article 9 of the Uniform Commercial Code. Professor Nguyen critiques the violation of privacy through collateralization dilemmas and proposes a solution involving modifications of the contents of the financing statement and security agreement in secured transactions where consumer …