Privacy Law Commons^™

The Case Of The Nosy Neighbors, Johanna Gunawan, Woodrow Hartzog

Faculty Scholarship

Inspired by companies like Clearview AI, Nextdoor, and Amazon, this case study asks students to assume the role of a high-ranking ethics-focused employee at a (fictional) neighborhood-focused social media company. It involves challenging ethical questions around how social media services and surveillance tools are built and used, and the complicated relationship between companies, their users, and law enforcement authorities. Students should pay particular attention to the values implicated by certain design decisions, and the competing incentives for corporations that might complicate the picture for ethical decision making.

The Covid-19 Pandemic And The Technology Trust Gap, Johanna Gunawan, David Choffnes, Woodrow Hartzog, Christo Wilson

Faculty Scholarship

Industry and government tried to use information technologies to respond to the COVID-19 pandemic, but using the internet as a tool for disease surveillance, public health messaging, and testing logistics turned out to be a disappointment. Why weren’t these efforts more effective? This Essay argues that industry and government efforts to leverage technology were doomed to fail because tech platforms have failed over the past few decades to make their tools trustworthy, and lawmakers have done little to hold these companies accountable. People cannot trust the interfaces they interact with, the devices they use, and the systems that power tech …

What Is Privacy? That’S The Wrong Question, Woodrow Hartzog

Faculty Scholarship

Privacy has never had a precise meaning. But in the early 1900s, the concept took on new life as a term of art in legal frameworks. The result has been a bit of a mess, as no singular definition has been adequate for all purposes. Daniel Solove, perhaps the most influential privacy scholar of our day, wrote at the turn of the millennium that privacy was “a concept in disarray.”

In this short essay reflecting upon Solove’s impact on the modern study of information privacy, I argue that the chaos and futility of competing conceptualizations of privacy is why Solove’s …

Privacy In Pandemic: Law, Technology, And Public Health In The Covid-19 Crisis, Tiffany Li

Faculty Scholarship

The COVID-19 pandemic has caused millions of deaths and disastrous consequences around the world, with lasting repercussions for every field of law, including privacy and technology. The unique characteristics of this pandemic have precipitated an increase in use of new technologies, including remote communications platforms, healthcare robots, and medical AI. Public and private actors are using new technologies, like heat sensing, and technologically-influenced programs, like contact tracing, alike in response, leading to a rise in government and corporate surveillance in sectors like healthcare, employment, education, and commerce. Advocates have raised the alarm for privacy and civil liberties violations, but the …

A New Compact For Sexual Privacy, Danielle K. Citron

Faculty Scholarship

Intimate life is under constant surveillance. Firms track people’s periods, hot flashes, abortions, sexual assaults, sex toy use, sexual fantasies, and nude photos. Individuals hardly appreciate the extent of the monitoring, and even if they did, little can be done to curtail it. What is big business for firms is a big risk for individuals. The handling of intimate data undermines the values that sexual privacy secures—autonomy, dignity, intimacy, and equality. It can imperil people’s job, housing, insurance, and other crucial opportunities. More often, women and minorities shoulder a disproportionate amount of the burden.

Privacy law is failing us. Our …

Privacy's Constitutional Moment And The Limits Of Data Protection, Woodrow Hartzog, Neil M. Richards

Faculty Scholarship

America’s privacy bill has come due. Since the dawn of the Internet, Congress has repeatedly failed to build a robust identity for American privacy law. But now both California and the European Union have forced Congress’s hand by passing the California Consumer Privacy Act (CCPA) and the General Data Protection Regulation (GDPR). These data protection frameworks, structured around principles for Fair Information Processing called the “FIPs,” have industry and privacy advocates alike clamoring for a “U.S. GDPR.” States seemed poised to blanket the country with FIP-based laws if Congress fails to act. The United States is thus in the midst …

Gdpr And The Importance Of Data To Ai Startups, James Bessen, Stephen Michael Impink, Lydia Reichensperger, Robert Seamans

Faculty Scholarship

What is the impact of the European Union’s General Data Protection Regime (“GDPR”) and data regulation on AI startups? How important is data to AI product development? We study these questions using unique survey data of commercial AI startups. AI startups rely on data for their product development. Given the scale and scope of their business models, these startups are particularly susceptible to policy changes impacting data collection, storage and use. We find that training data and frequent model refreshes are particularly important for AI startups that rely on neural nets and ensemble learning algorithms. We also find that firms …

Bipa: The Most Important Biometric Privacy Law In The Us?, Woodrow Hartzog

Faculty Scholarship

In May 2020, Clearview AI abruptly ended all service contracts with all non-law enforcement entities based in Illinois. The reason? It hoped to avoid an injunction and potentially large damages under one of the most important privacy laws in America: the Illinois Biometric Information Privacy Act (BIPA).

Cyber Mobs, Disinformation, And Death Videos: The Internet As It Is (And As It Should Be), Danielle K. Citron

Faculty Scholarship

Fiction and visual representations can alter our understanding of human experiences and struggles. They help us understand human frailties and suffering in a visceral way. Nick Drnaso’s graphic novel Sabrina does that in spades. In Sabrina, a woman is murdered by a misogynist, and a video of her execution is leaked. Conspiracy theorists deem her murder a hoax. A cyber mob smears the woman’s loved ones as crisis actors, posts death threats, and spreads their personal information. The attacks continue until a shooting massacre redirects the cyber mob’s wrath to other mourners. Sabrina captures the breathtaking velocity of disinformation online …

The Internet As A Speech Machine And Other Myths Confounding Section 230 Reform, Danielle K. Citron, Mary Anne Franks

Faculty Scholarship

A robust public debate is currently underway about the responsibility of online platforms. We have long called for this discussion, but only recently has it been seriously taken up by legislators and the public. The debate begins with a basic question: should platforms should be responsible for user-generated content? If so, under what circumstances? What exactly would such responsibility look like? Under consideration is Section 230 of the Communications Decency Act—a provision originally designed to encourage tech companies to clean up “offensive” online content. The public discourse around Section 230, however, is riddled with misconceptions. As an initial matter, many …

Deep Fakes: A Looming Challenge For Privacy, Democracy, And National Security, Robert Chesney, Danielle K. Citron

Faculty Scholarship

Harmful lies are nothing new. But the ability to distort reality has taken an exponential leap forward with “deep fake” technology. This capability makes it possible to create audio and video of real people saying and doing things they never said or did. Machine learning techniques are escalating the technology’s sophistication, making deep fakes ever more realistic and increasingly resistant to detection. Deep-fake technology has characteristics that enable rapid and widespread diffusion, putting it into the hands of both sophisticated and unsophisticated actors. While deep-fake technology will bring with it certain benefits, it also will introduce many harms. The marketplace …

Why Sexual Privacy Matters For Trust, Danielle K. Citron

Faculty Scholarship

Every generation’s intimates have their preferred modes of self-disclosure. Not long ago, intimate partners exchanged love letters and mixed tapes. They spent hours on the phone. Today, they text their innermost thoughts, beliefs, and wishes, sometimes with nude photos attached. They engage in sexually-explicit activity via FaceTime and SnapChat.

Now, as then, the success and integrity of intimate relationships depends upon sexual privacy. Intimate relationships develop as partners grow to trust one another to treat their nakedness, deepest secrets, and sexual desires as they hope rather than as they fear. Handling partners’ personal information with discretion lays the foundation for …

The Missing Regulatory State: Monitoring Businesses In An Age Of Surveillance, Rory Van Loo

Faculty Scholarship

An irony of the information age is that the companies responsible for the most extensive surveillance of individuals in history—large platforms such as Amazon, Facebook, and Google—have themselves remained unusually shielded from being monitored by government regulators. But the legal literature on state information acquisition is dominated by the privacy problems of excess collection from individuals, not businesses. There has been little sustained attention to the problem of insufficient information collection from businesses. This Article articulates the administrative state’s normative framework for monitoring businesses and shows how that framework is increasingly in tension with privacy concerns. One emerging complication is …

Sexual Privacy, Danielle K. Citron

Faculty Scholarship

Those who wish to control, expose, and damage the identities of individuals routinely do so by invading their privacy. People are secretly recorded in bedrooms and public bathrooms and “up their skirts.” Such images are used to coerce people into sharing nude photographs and filming sex acts under the threat of public disclosure. People’s nude images are posted online without permission. Machine-learning technology is used to create digitally manipulated “deep fake” sex videos that swap people’s faces into pornography.

Each of these abuses is an invasion of sexual privacy—the behaviors, expectations, and choices that manage access to and information about …

The Public Information Fallacy, Woodrow Hartzog

Faculty Scholarship

The concept of privacy in “public” information or acts is a perennial topic for debate. It has given privacy law fits. People struggle to reconcile the notion of protecting information that has been made public with traditional accounts of privacy. As a result, successfully labeling information as public often functions as a permission slip for surveillance and personal data practices. It has also given birth to a significant and persistent misconception — that public information is an established and objective concept.

In this article, I argue that the “no privacy in public” justification is misguided because nobody knows what “public” …

The Pathologies Of Digital Consent, Neil M. Richards, Woodrow Hartzog

Faculty Scholarship

Consent permeates both our law and our lives — especially in the digital context. Consent is the foundation of the relationships we have with search engines, social networks, commercial web sites, and any one of the dozens of other digitally mediated businesses we interact with regularly. We are frequently asked to consent to terms of service, privacy notices, the use of cookies, and so many other commercial practices. Consent is important, but it’s possible to have too much of a good thing. As a number of scholars have documented, while consent models permeate the digital consumer landscape, the practical conditions …

The Inconsentability Of Facial Surveillance, Evan Selinger, Woodrow Hartzog

Faculty Scholarship

Governments and companies often use consent to justify the use of facial recognition technologies for surveillance. Many proposals for regulating facial recognition technology incorporate consent rules as a way to protect those faces that are being tagged and tracked. But consent is a broken regulatory mechanism for facial surveillance. The individual risks of facial surveillance are impossibly opaque, and our collective autonomy and obscurity interests aren’t captured or served by individual decisions.

In this article, we argue that facial recognition technologies have a massive and likely fatal consent problem. We reconstruct some of Nancy Kim’s fundamental claims in Consentability: Consent …

Byrd V United States: Unauthorized Drivers Of Rental Cars Have Fourth Amendment Rights? Not As Evident As It Seems, Tracey Maclin

Faculty Scholarship

No discerning student of the Supreme Court would contend that Justice Anthony Kennedy broadly interpreted the Fourth Amendment during his thirty years on the Court. His majority opinions in Maryland v. King, Drayton v. United States and his willingness to join the three key sections of Justice Scalia’s opinion in Hudson v. Maryland, which held that suppression is never a remedy for knock-and-announce violations, are just a few examples of Justice Kennedy’s narrow view of the Fourth Amendment.

In light of his previous votes in search and seizure cases, surprisingly Justice Kennedy, in what would be his final Fourth Amendment …

When Law Frees Us To Speak, Danielle K. Citron, Jonathon W. Penney

Faculty Scholarship

A central aim of online abuse is to silence victims. That effort is as regrettable as it is successful. In the face of cyber harassment and sexual privacy invasions, women and marginalized groups retreat from online engagement. These documented chilling effects, however, are not inevitable. Beyond its deterrent function, law has an equally important expressive role. In this article, we highlight law’s capacity to shape social norms and behavior through education. We focus on a neglected dimension of law’s expressive role—its capacity to empower victims to express their truths and engage with others. Our argument is theoretical and empirical. We …

A Poor Mother's Right To Privacy: A Review, Danielle K. Citron

Faculty Scholarship

Collecting personal data is a feature of daily life. Businesses, advertisers, agencies, and law enforcement amass massive reservoirs of our personal data. This state of affairs—what I am calling the “collection imperative”—is justified in the name of efficiency, convenience, and security. The unbridled collection of personal data, meanwhile, leads to abuses. Public and private entities have disproportionate power over individuals and groups whose information they have amassed. Nowhere is that power disparity more evident than for the state’s surveillance of the indigent. Poor mothers, in particular, have vanishingly little privacy. Whether or not poor mothers receive subsidized prenatal care, the …

Humans Forget, Machines Remember: Artificial Intelligence And The Right To Be Forgotten, Eduard Fosch Villaronga, Peter Kieseberg, Tiffany Li

Faculty Scholarship

To understand the Right to be Forgotten in context of artificial intelligence, it is necessary to first delve into an overview of the concepts of human and AI memory and forgetting. Our current law appears to treat human and machine memory alike – supporting a fictitious understanding of memory and forgetting that does not comport with reality. (Some authors have already highlighted the concerns on the perfect remembering.) This Article will examine the problem of AI memory and the Right to be Forgotten, using this example as a model for understanding the failures of current privacy law to reflect the …

Risk And Anxiety: A Theory Of Data Breach Harms, Daniel Solove, Danielle K. Citron

Faculty Scholarship

In lawsuits about data breaches, the issue of harm has confounded courts. Harm is central to whether plaintiffs have standing to sue in federal court and whether their claims are viable. Plaintiffs have argued that data breaches create a risk of future injury from identity theft or fraud and that breaches cause them to experience anxiety about this risk. Courts have been reaching wildly inconsistent conclusions on the issue of harm, with most courts dismissing data breach lawsuits for failure to allege harm. A sound and principled approach to harm has yet to emerge, resulting in a lack of consensus …

Body Cameras And The Path To Redeem Privacy Law, Woodrow Hartzog

Faculty Scholarship

From a privacy perspective, the movement towards police body cameras seems ominous. The prospect of a surveillance device capturing massive amounts of data concerning people’s most vulnerable moments is daunting. These concerns are compounded by the fact that there is little consensus and few hard rules on how and for whom these systems should be built and used. But in many ways, this blank slate is a gift. Law and policy makers are not burdened by the weight of rules and technologies created in a different time for a different purpose. These surveillance and data technologies will be modern. Many …

The Case Against Idealising Control, Woodrow Hartzog

Faculty Scholarship

Seemingly everyone, from scholars, industry, and privacy advocates to lawmakers, regulators, and judges seems to have settled on the idea that the key to privacy is control over personal information. But in practice, there is only so much a person can do. Control is far too precious and finite of a concept to meaningfully scale. It will never work for personal data mediated by technology.

Now we have an entire empire of data protection built around the crumbling edifice of control. The idealisation of control in modern data protection regimes like the GDPR and the ePrivacy Directive creates a pursuit …

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

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 …

Trusting Big Data Research, Neil M. Richards, Woodrow Hartzog

Faculty Scholarship

Although it might puzzle or even infuriate data scientists, suspicion about big data is understandable. The concept doesn’t seem promising to most people. It seems scary. This is partly because big data research is shrouded in mystery. People are unsure about organizations’ motives and methods. What do companies think they know about us? Are they keeping their insights safe from hackers? Are they selling their insights to unscrupulous parties? Most importantly, do organizations use our personal information against us? Big data research will only overcome its suspicious reputation when people can trust it.

Some scholars and commentators have proposed review …

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 …

The Inadequate, Invaluable Fair Information Practices, Woodrow Hartzog

Faculty Scholarship

For the past thirty years, the general advice for those seeking to collect, use, and share people’s personal data in a responsible way was relatively straightforward: follow the fair information practices, often called the “FIPs.” These general guidelines were designed to ensure that data processors are accountable for their actions and that data subjects are safe, secure, and endowed with control over their personal information. The FIPs have proven remarkably sturdy against the backdrop of near-constant technological change. Yet in the age of social media, big data, and artificial intelligence, the FIPs have been pushed to their breaking point. We …

The Privacy Policymaking Of State Attorneys General, Danielle K. Citron

Faculty Scholarship

Accounts of privacy law have focused on legislation, federal agencies, and the self-regulation of privacy professionals. Crucial agents of regulatory change, however, have been ignored: the state attorneys general. This article is the first in-depth study of the privacy norm entrepreneurship of state attorneys general. Because so little has been written about this phenomenon, I engaged with primary sources — first interviewing state attorneys general and current and former career staff, and then examining documentary evidence received through FOIA requests submitted to AG offices around the country.

Much as Justice Louis Brandeis imagined states as laboratories of the law, offices …