Science and Technology Law Commons^™

Regulating Drone Delivery Networks, Ramsay Eyre

Journal of Law and Mobility

For over a decade, drone delivery has been heralded as the next frontier of commercial transportation and logistics. However, drone delivery companies have been unable to scale their operations. Part of the problem, from the perspective of the companies invested in drone delivery, were federal regulations that in effect prohibited drones from making deliveries. In 2025, following years of effort by industry and allies in Congress to create new rules governing drones, the second Trump Administration proposed a new set of drone regulations pursuant to the FAA Reauthorization Act of 2024. These rules are intended to significantly expand the number …

Data Rights For Workers, Pauline Kim, Rachel Leavitt

Scholarship@WashULaw

Workers are subject to immense amounts of data collection on the job, and the algorithmic management tools built with that data can produce negative effects, including deskilling jobs, unstable work hours, reduced wages, and dangerous and degrading working conditions. Workers thus have significant interests how their data are collected and used, and yet they have been excluded from nearly all the recently enacted or proposed data protection laws. Their exclusion stems from data protection’s roots in privacy law and theory, which primarily focused on consumers as data subjects. Current data protection laws, even if expanded to cover workers, would provide …

Obscurity And The Fallacy Of No Privacy In Public Information, Woodrow Hartzog

Faculty Scholarship

The main thesis of this chapter is that because there are so many different possible interpretations of ‘public information’, the concept cannot be used to justify data practices and surveillance without first articulating a more precise meaning that recognises what is at stake. By disposing of the myth that there is an objective and dispassionate concept of public information, judges and lawmakers can clear the way for information rules based on overt value choices. In short, if the concept of ‘public’ is going to shape people’s social and legal obligations, its meaning and neutrality should not be assumed.

My argument …

Can Ai, As Such, Invade Your Privacy? An Experimental Study Of The Social Element Of Surveillance, Aileen Nielsen

Indiana Law Journal

The increasing use of AI rather than human surveillance puts pressure on two long-used cultural and (sometimes) legal distinctions: as between human and machine observers and as between content and metadata. Machines do more and more watching through advancing technology, rendering AI a plausible replacement for humans in surveillance tasks. Further, machines can commit to surveil only certain forms of information in a way that humans cannot, rendering the distinction between content and metadata increasingly relevant too for crafting privacy law and policy. Yet despite the increasing importance of these distinctions, their legal importance remains in four key domains of …

Facial Recognition Technology: The Case For Comprehensive Federal Oversight, Christopher Hart

Journal of the National Association of Administrative Law Judiciary

This article will argue that regulations for government agency use of FRT should be stringent and limit the exploitation of personal biodata in the private sector. Instead of creating a new agency, Congress could expand an existing agency’s responsibility by granting it regulatory power over facial recognition technology. First, this article will seek to delineate the contours of facial recognition technology and its contemporary application within the United States. Then, this article will analyze the intricacies of FRT in both the public and private sectors. Within the public domain, specific attention will be devoted to discussing the use of FRT …

Normalizing Facial Recognition Technology And The End Of Obscurity, Woodrow Hartzog, Evan Selinger, Judy Hyojoo Rhee

Faculty Scholarship

This article argues that facial recognition technology is the most dangerous surveillance tool ever invented. Given the unique threats this morally suspect tool poses to privacy, civil liberties, human flourishing, and democracy, the only appropriate response is a ban. To justify our position, we explain why facial recognition is distinctive among biometrics, clarify how even seemingly benign and positive uses of the technology can trigger dangerous normalization dynamics, and pinpoint why current United States laws (with reverberations in the EU’s AI Act) are designed to accelerate a slippery slope that makes mass surveillance nearly inevitable. Our most fundamental contribution lies …

Taking Scale Seriously In Technology Law, Mark P. Mckenna, Woodrow Hartzog

Faculty Scholarship

Issues of scale—the relationship between the amount of an activity and its associated costs and benefits—permeate discussions around law and technologies. Indeed, it’s not much of an exaggeration to say that scale is the reason for most technology regulation.

But it’s not always clear how lawmakers and judges conceptualize “scale” when approaching questions around automated technologies. Scale is often used intuitively, just to mean “more.” But scale is not always just about more—scale can introduce new harms and benefits along different dimensions, not simply costs or efficiencies of greater magnitude.

In this Article, we argue for a more sustained interrogation …

Unfenced: The Fourth Circuit Gives Geofencing Its First Appellate Go-Ahead In United States V. Chatrie, Jordan Wallace-Wolf

Washington and Lee Law Review Online

In United States v. Chatrie, the Fourth Circuit issued the first federal appellate opinion on the Fourth Amendment status of geofencing queries. The opinion is significant because geofences present a conceptual challenge to the framework of Carpenter v. United States, the reigning Supreme Court precedent on the Fourth Amendment status of digital searches. That opinion held that long-term tracking of a target individual was a search. However, geofencing reveals information about an indeterminate number of individuals for only a short time, in virtue of their being at a target location during a target span of time. Does the …

Fitting A Block Into A Sphere Mold: The Inadequacy Of Current Data Privacy Regulations In Protecting Data Privacy Within The Blockchain Space, Jenny Yang

Washington and Lee Journal of Civil Rights and Social Justice

Despite global imposition of data privacy laws and regulations, data privacy is a nonexistent luxury amongst the data-charged world we live in. Data privacy has long been established as a fundamental right. Entities have successfully established robust methodologies around existing data privacy laws and regulations to utilize past consumer behavior to predict, impact and manipulate current and future consumer behaviors. This phenomenon has been commonly coined as “corporate surveillance.” Emerging spaces arising through technological developments have greater access into consumer data to impact economic choices. Specifically, the blockchain space, through its unique open-source and permanent traits, has been able to …

Skirting The Fourth Amendment: How Law Enforcement Agencies Abuse Technology And Constitutional Exceptions To Surveille The Public, Matthew Lloyd

Washington and Lee Journal of Civil Rights and Social Justice

Existing Fourth Amendment law does not protect against law enforcement use of data gathered through the internet either by private companies who actively search their customer’s data and submit evidence of misconduct to law enforcement or from private companies who acquire the data on behalf of law enforcement. In an effort to pursue criminals, courts have permitted Fourth Amendment jurisprudence to develop in a manner that permits sweeping invasions of privacy without any probable cause through the private search doctrine or without any procedural protections through the third-party doctrine. It will require substantial judicial or legislative action to return the …

Selling Surveillance, Asaf Lubin

Articles by Maurer Faculty

Almost everything we do on the Internet is achieved through Internet-connected devices, such as smartphones and laptops. This reality has produced a new sprawling industry of commercial spyware corporations: a vast network of companies specializing in selling security vulnerabilities in the very devices we all use. These companies provide clients with tools and services for unauthorized access and surveillance. Investigative reporting has unearthed the scope and nature of the systematic abuses produced by these technologies. Around the world, government actors rely on spyware to target human rights activists, journalists, and dissidents with almost no accountability.

Spyware companies have long defended …

Privacy Nicks: How The Law Normalizes Surveillance, Woodrow N. Hartzog, Evan Selinger, Johanna Gunawan

Faculty Scholarship

Privacy law is failing to protect individuals from being watched and exposed, despite stronger surveillance and data protection rules. The problem is that our rules look to social norms to set thresholds for privacy violations, but people can get used to being observed. In this article, we argue that by ignoring de minimis privacy encroachments, the law is complicit in normalizing surveillance. Privacy law helps acclimate people to being watched by ignoring smaller, more frequent, and more mundane privacy diminutions. We call these reductions “privacy nicks,” like the proverbial “thousand cuts” that lead to death.
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Against Engagement, Neil Richards, Woodrow Hartzog

Faculty Scholarship

In this Article, we focus on a key dimension of commercial surveillance by data-intensive digital platforms that is too often treated as a supporting cast member instead of a star of the show: the concept of engagement. Engagement is, simply put, a measure of time, attention, and other interactions with a service. The economic logic of engagement is simple: more engagement equals more ads watched equals more revenue. Engagement is a lucrative digital business model, but it is problematic in several ways that lurk beneath the happy sloganeering of a “free” internet

Our goal in this Article is to isolate …

Femtechnodystopia, Leah R. Fowler, Michael Ulrich

Faculty Scholarship

Reproductive rights, as we have long understood them, are dead. But at the same time history seems to be moving backward, technology moves relentlessly forward. Femtech products, a category of consumer technology addressing an array of “female” health needs, seem poised to fill gaps created by states and stakeholders eager to limit birth control and abortion access and increase pregnancy surveillance and fetal rights. Period and fertility tracking applications could supplement or replace other contraception. Early digital alerts to missed periods can improve the chances of obtaining a legal abortion in states with ever-shrinking windows of availability or prompt behavioral …

Do Not Touch My Data: Exploring A Disclosure-Based Framework To Address Data Access, Francis Morency

Washington and Lee Journal of Civil Rights and Social Justice

Companies have too much control over people’s information. In the data marketplace, companies package and sell individuals’ data, and these individuals have little to no bargaining power over the process. Companies may freely buy and sell people’s data in the private sector for targeted marketing and behavior manipulation. In the justice system, an unchecked data marketplace leaves black and brown communities vulnerable to serious data access issues caused by predictive sentencing, for example. Risk assessment algorithms in predictive sentencing rely on data on individuals and run all relevant data points to provide the likelihood that a defendant will recidivate low …

The Development Of Digital Mass Surveillance In Norway: The Emergence Of A Surveillance State?, Iris Nguyên Duy

FIU Law Review

No abstract provided.

Understanding Criminal Justice Innovations, Meghan J. Ryan

Faculty Journal Articles and Book Chapters

Burgeoning science and technology have provided the criminal justice system with the opportunity to address some of its shortcomings. And the criminal justice system has significant shortcomings. Among other issues, we have a mass incarceration problem; clearance rates are surprisingly low; there are serious concerns about wrongful convictions; and the system is layered with racial, religious, and other biases. Innovations that are widely used across industries, as well as those directed specifically at the criminal justice system, have the potential to improve upon such problems. But it is important to recognize that these innovations also have downsides, and criminal justice …

Surveillance Technologies And Constitutional Law, Christopher Slobogin, Sarah Brayne

Vanderbilt Law School Faculty Publications

This review focuses on government use of technology to observe, collect, or record potential criminal activity in real-time, as contrasted with “transaction surveillance” that involves government efforts to access already-existing records and exploit Big Data, topics that have been the focus of previous reviews (Brayne 2018, Ridgeway 2018). Even so limited, surveillance technologies come in many guises, including closed-circuit television, automated license plate and facial readers, aerial cameras, and GPS tracking. Also classifiable as surveillance technology are devices such as thermal and electromagnetic imagers that can “see” through walls and clothing. Finally, surveillance includes wiretapping and other forms of communication …

Content Moderation As Surveillance, Hannah Bloch-Wehba

Faculty Scholarship

Technology platforms are the new governments, and content moderation is the new law, or so goes a common refrain. As platforms increasingly turn toward new, automated mechanisms of enforcing their rules, the apparent power of the private sector seems only to grow. Yet beneath the surface lies a web of complex relationships between public and private authorities that call into question whether platforms truly possess such unilateral power. Law enforcement and police are exerting influence over platform content rules, giving governments a louder voice in supposedly “private” decisions. At the same time, law enforcement avails itself of the affordances of …

Gauging The Acceptance Of Contact Tracing Technology: An Empirical Study Of Singapore Residents’ Concerns With Sharing Their Information And Willingness To Trust, Ee-Ing Ong, Wee Ling Loo

Research Collection Yong Pung How School Of Law

In response to the COVID-19 pandemic, governments began implementing various forms of contact tracing technology. Singapore’s implementation of its contact tracing technology, TraceTogether, however, was met with significant concern by its population, with regard to privacy and data security. This concern did not fit with the general perception that Singaporeans have a high level of trust in its government. We explore this disconnect, using responses to our survey (conducted pre-COVID-19) in which we asked participants about their level of concern with the government and business collecting certain categories of personal data. The results show that respondents had less concern with …

In Celebration Of Dissents (And Lengthy Textbooks): How Digital Became Different For The Fourth Amendment And Why It Is Time For A Real Warrant Default, Stephen E. Henderson

Faculty Articles

The last decade has brought tremendous change to the Fourth Amendment, finally resulting in a ‘digital is different’ norm. We stand at an inflection point between a monolithic, analog past and a murky future of yet-unarticulated constitutional digital policing rules. It is a good time, then, to reflect upon how we came to be here and where we ought to go. This Essay first looks back to a monumental, majestic dissent: that of Justice Louis Brandeis in the 1928 decision of Olmstead v. United States. Every American, and especially every law student, ought to know that opinion, and judges …

Discrimination On Wheels: How Big Data Uses License Plate Surveillance To Put The Brakes On Disadvantaged Drivers, Nicole Mcconlogue

Faculty Scholarship

As scholarly discourse increasingly raises concerns about the negative societal effects of “fintech,” “dirty data,” and “technochauvinism,” a growing technology provides an instructive illustration of all three of these problems. Surveillance software companies are using automated license plate reader (ALPR) technology to develop predictive analytical tools. In turn, software companies market those tools to auto financers and insurers as a risk assessment input to evaluate consumers seeking to buy a car. Proponents of this technology might argue that more in-formation about consumer travel habits will result in more accurate and individualized risk predictions, potentially increasing vehicle ownership among marginalized groups. …

A Proportionality-Based Framework For Government Regulation Of Digital Tracing Apps In Times Of Emergency, Sharon Bassan

Dickinson Law Review (2017-Present)

Times of emergency present an inherent conflict between the public interest and the preservation of individual rights. Such times require granting emergency powers to the government on behalf of the public interest and relaxing safeguards against government actions that infringe rights. The lack of theoretical framework to assess governmental decisions in times of emergency leads to a polarized and politicized discourse about potential policies, and often, to public distrust and lack of compliance.

Such a discourse was evident regarding Digital Tracing Apps (“DTAs”), which are apps installed on cellular phones to alert users that they were exposed to people who …

Legislating Data Loyalty, Woodrow Hartzog, Neil Richards

Faculty Scholarship

Lawmakers looking to embolden privacy law have begun to consider imposing duties of loyalty on organizations trusted with people’s data and online experiences. The idea behind loyalty is simple: organizations should not process data or design technologies that conflict with the best interests of trusting parties. But the logistics and implementation of data loyalty need to be developed if the concept is going to be capable of moving privacy law beyond its “notice and consent” roots to confront people’s vulnerabilities in their relationship with powerful data collectors.

In this short Essay, we propose a model for legislating data loyalty. Our …

Persistent Surveillance, Andrew Guthrie Ferguson

Scholarly Articles in Law Reviews & Journals

Persistent surveillance technologies grant police vast new investigative capabilities. The technologies both monitor targeted areas and generate databases of searchable information about people, places, and patterns that can be connected and accessed for criminal prosecutions.

In the face of this growing police surveillance, courts have struggled to make sense of a fragmented Fourth Amendment doctrine. The Supreme Court has offered some clues that “digital may be different” when it comes to surveillance, but lower courts have been left struggling to apply old law to new technologies. Warrantless use of persistent surveillance technologies raises hard questions about when a “search” occurs …

Use Of Unmanned Aircraft Systems And Regulatory Landscape: Unravelling The Future Challenges In The High Sky, K Kirthan Shenoy, Divya Tyagi

International Journal of Aviation, Aeronautics, and Aerospace

The individuals on the ground nowadays often observe objects distantly hover over the sky, which raises the question of who might be operating the object or what the object might record. Unmanned Aircraft Systems (UAS) or Drones today have quickly penetrated civilian, military, and commercial sectors. The drones or UAS, with the advancement of technology, are now capable of traversing long distances, having long endurance, and having multipurpose functionality. The UAS industry is fast expanding, with trade investment touching the billion-dollar mark in flourishing economies. The advent of the Covid 19 pandemic saw a steep rise in the use of …

Understanding Chilling Effects, Jonathon Penney

Articles, Book Chapters, & Popular Press

With digital surveillance and censorship on the rise, the amount of data available online unprecedented, and corporate and governmental actors increasingly employing emerging technologies like artificial intelligence (AI), machine learning, and facial recognition technology (FRT) for surveillance and data analytics, concerns about “chilling effects”, that is, the capacity for these activities “chill” or deter people from exercising their rights and freedoms have taken on greater urgency and importance. Yet, there remains a clear dearth in systematic theoretical and empirical work point. This has left significant gaps in understanding. This article has attempted to fill that void, synthesizing theoretical and empirical …

The Missing Algorithm: Safeguarding Brady Against The Rise Of Trade Secrecy In Policing, Deborah Won

Michigan Law Review

Trade secrecy, a form of intellectual property protection, serves the important societal function of promoting innovation. But as police departments across the country increasingly rely on proprietary technologies like facial recognition and predictive policing tools, an uneasy tension between due process and trade secrecy has developed: to fulfill Brady’s constitutional promise of a fair trial, defendants must have access to the technologies accusing them, access that trade secrecy inhibits. Thus far, this tension is being resolved too far in favor of the trade secret holder—and at too great an expense to the defendant. The wrong balance has been struck.

This …

Digital Disease Surveillance, Alan Z. Rozenshtein

American University Law Review

The fight against future pandemics will likely involve digital disease surveillance: the use of digital technology to enhance traditional public-health techniques like contact tracing, isolation, and quarantine. But legal scholarship on digital disease surveillance is still in its infancy. This Article fills that gap.

Part I explains the role that digital disease surveillance could have played in responding to coronavirus, and the role it likely will play in future infectious disease outbreaks. Part II explains how the “special needs” exception to the Fourth Amendment’s warrant requirement permits almost any rationally designed disease surveillance program. Part III suggests safeguards beyond what …

Good Health And Good Privacy Go Hand-In-Hand (Originally Published By Jnslp), Jennifer Daskal

Joint PIJIP/TLS Research Paper Series

No abstract provided.