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The Evidentiary Implications Of Interpreting Black-Box Algorithms, Varun Bhatnagar 2023 Northwestern Pritzker School of Law

The Evidentiary Implications Of Interpreting Black-Box Algorithms, Varun Bhatnagar

Northwestern Journal of Technology and Intellectual Property

Biased black-box algorithms have drawn increasing levels of scrutiny from the public. This is especially true for those black-box algorithms with the potential to negatively affect protected or vulnerable populations.1 One type of these black-box algorithms, a neural network, is both opaque and capable of high accuracy. However, neural networks do not provide insights into the relative importance, underlying relationships, structures of the predictors or covariates with the modelled outcomes.2 There are methods to combat a neural network’s lack of transparency: globally or locally interpretable post-hoc explanatory models.3 However, the threat of such measures usually does not bar an actor …


Compulsory Licensing: A Potential Solution To The Antitrust Dilemma Of Technology Standards Setting, Shen Peng 2023 Northwestern Pritzker School of Law

Compulsory Licensing: A Potential Solution To The Antitrust Dilemma Of Technology Standards Setting, Shen Peng

Northwestern Journal of Technology and Intellectual Property

The Constitution grants patent owners exclusive rights over their inventions to “promote the Progress of Science.”1 This clause was drafted based on the belief that monetary incentives granted to the first inventor, such as the proceeds from selling and licensing the invention, will foster new ideas and accelerate innovation to the benefit of the public welfare. However, when the first inventor is the sole benefactor of the rewards from the innovation, subsequent innovation may be stifled.

For instance, the first person to invent the idea of a mobile phone but lacking the right to use the underlying technologies essential to …


The Exigency And How To Improve And Implement International Humanitarian Legislations More Advantageously In Times Of Both Cyber-Warfare And Cyberspace, Shawn J. Lalman 2023 Embry-Riddle Aeronautical University

The Exigency And How To Improve And Implement International Humanitarian Legislations More Advantageously In Times Of Both Cyber-Warfare And Cyberspace, Shawn J. Lalman

Doctoral Dissertations and Master's Theses

This study provides a synopsis of the following topics: the prospective limiters levied on cyber-warfare by present–day international legislation; significant complexities and contentions brought up in the rendering & utilization of International Humanitarian Legislation against cyber-warfare; feasible repercussions of cyber-warfare on humanitarian causes. It is also to be contended and outlined in this research study that non–state actors can be held accountable for breaches of international humanitarian legislation committed using cyber–ordnance if sufficient resources and skill are made available. It details the factors that prosecutors and investigators must take into account when organizing investigations into major breaches of humanitarian legislation …


Optimizing Cybersecurity Risk In Medical Cyber-Physical Devices, Christopher S. Yoo, Bethany C. Lee 2023 William & Mary Law School

Optimizing Cybersecurity Risk In Medical Cyber-Physical Devices, Christopher S. Yoo, Bethany C. Lee

William & Mary Law Review

Medical devices are increasingly connected, both to cyber networks and to sensors collecting data from physical stimuli. These cyber-physical systems pose a new host of deadly security risks that traditional notions of cybersecurity struggle to take into account. Previously, we could predict how algorithms would function as they drew on defined inputs. But cyber-physical systems draw on unbounded inputs from the real world. Moreover, with wide networks of cyber-physical medical devices, a single cybersecurity breach could pose lethal dangers to masses of patients.

The U.S. Food and Drug Administration (FDA) is tasked with regulating medical devices to ensure safety and …


Beyond Section 230 Liability For Facebook, Nancy S. Kim 2023 St. John's University School of Law

Beyond Section 230 Liability For Facebook, Nancy S. Kim

St. John's Law Review

(Excerpt)

In October 2021, a former Facebook employee, Frances Haugen, publicly revealed that the company's internal research documented harms that its products caused some of its users. The company’s response was sadly predictable. It questioned the reliability of Haugen’s testimony, asserted its commitment to doing the right thing, and then diverted the public’s attention by changing its name to Meta. The company’s deny-and-distract tactics were, by now, all too familiar and provided few answers.

More than any other platform company, Facebook has found itself at the center of controversy. Its advertisement-supported business model relies upon user engagement which means that …


Privacy Is Not Dead: Expressively Using Law To Push Back Against Corporate Deregulators And Meaningfully Protect Data Privacy Rights, Alexander F. Krupp 2023 University of Georgia School of Law

Privacy Is Not Dead: Expressively Using Law To Push Back Against Corporate Deregulators And Meaningfully Protect Data Privacy Rights, Alexander F. Krupp

Georgia Law Review

When the European Union’s (EU) General Data Protection Regulation (GDPR) passed in 2016, it represented the world’s first major comprehensive data privacy law and kicked off a conversation about how we think about the right to privacy in the modern age. The law granted a broad range of rights to EU citizens, including a right to have companies delete data they collect about you, a right not to have your personal information sold, and a range of other rights all geared towards individual autonomy over personal data. All the while, platform companies like Facebook (Meta), Apple, and Amazon have taken …


Platform Accountability: Gonzalez And Reform, Eric Schnapper 2023 University of Washington School of Law

Platform Accountability: Gonzalez And Reform, Eric Schnapper

Presentations

Section 230(c)(1) was adopted for the purpose of distinguishing between conduct of third parties and conduct of internet companies themselves. Its familiar language provides that “No provider or user of an interactive computer service shall be treated as the publisher or speaker of any information provided by another information content provider.” The last four words are central to the limitation on the defense created by the statute; it is only regarding information created by “another” that the defense may be available. Section 230(e)(3) makes clear that even a partial role played by an internet company in the creation of harmful …


Artificial Intelligence And The Future Of Law, Cardozo Startup Society, Cardozo FAME Center, Cardozo Law and Data Science Society 2023 Yeshiva University, Cardozo School of Law

Artificial Intelligence And The Future Of Law, Cardozo Startup Society, Cardozo Fame Center, Cardozo Law And Data Science Society

Flyers 2022-2023

No abstract provided.


Force Majeure & Covid-19: A Clause Changed?, Claudia Petcu 2023 DePaul University College of Law

Force Majeure & Covid-19: A Clause Changed?, Claudia Petcu

DePaul Business & Commercial Law Journal

No abstract provided.


The Limitations Of Privacy Rights, Daniel J. Solove 2023 John Marshall Harlan Research Professor of Law, George Washington University Law School

The Limitations Of Privacy Rights, Daniel J. Solove

Notre Dame Law Review

Individual privacy rights are often at the heart of information privacy and data protection laws. The most comprehensive set of rights, from the European Union’s General Data Protection Regulation (GDPR), includes the right to access, right to rectification (correction), right to erasure (deletion), right to restriction, right to data portability, right to object, and right to not be subject to automated decisions. Privacy laws around the world include many of these rights in various forms.

In this Article, I contend that although rights are an important component of privacy regulation, rights are often asked to do far more work than …


Defamation 2.0, Cortelyou C. Kenney 2023 Cornell Law School

Defamation 2.0, Cortelyou C. Kenney

Cornell Law Faculty Publications

There is a literal prohibition in the media bar that media lawyers cannot represent plaintiffs in suits for defamation. The stated principle behind this rule—a rule that can result in excommunication from the premier media law organization if it is violated—is that playing both sides of the defamation game is disloyal to traditional media actors because any chance of victory could inadvertently distort the law of defamation to increase the risk of frivolous suits against media outlets or other innocent third parties. But has the maxim finally gone too far?

Fueled by a new model where media profits are driven …


Digital Asset Regulation: Peering Into The Past, Peering Into The Future, Kevin Werbach 2023 William & Mary Law School

Digital Asset Regulation: Peering Into The Past, Peering Into The Future, Kevin Werbach

William & Mary Law Review

Blockchain is often compared to the internet as a disruptive technology that will realign economic structures across the world. This analogy extends to law and regulation. Similar to internet-based services, digital assets raise a host of challenges for policymakers. They also pose general questions regarding the desirability and practicality of regulating decentralized systems. Such debates play out against a backdrop of concerns that regulatory action will chill innovation or push market activity to more tolerant jurisdictions. The story of internet policy in the late 1990s and early 2000s therefore provides important lessons for policymakers today when confronting digital assets. Two …


Mining The Nft Goldrush: A Prospective Guide To Drafting Nft Contracts, DeJuawn "DJ" Griffin 2023 Mercer University School of Law

Mining The Nft Goldrush: A Prospective Guide To Drafting Nft Contracts, Dejuawn "Dj" Griffin

Mercer Law Review

Nonfungible tokens (NFTs) are an emerging digital asset class that present unique and innovative means of commercialization. Artists and creators “minted” and sold NFTs without much notice until they boomed into the public consciousness in March 2021, hitting an inflection point when Christie’s, a world-leading art and luxury online auction business, made history with the monumental sale of artist Beeple’s Everydays: The First 5000 Days for $69.3 million. This monumental sale sparked an NFT craze by celebrities, creators, and athletes exploring ways to commercialize their brand, image, or content. Even former Twitter CEO Jack Dorsey sold his first-ever tweet for …


Cftc & Sec: The Wild West Of Cryptocurrency Regulation, Taylor Anne Moffett 2023 University of Richmond School of Law

Cftc & Sec: The Wild West Of Cryptocurrency Regulation, Taylor Anne Moffett

University of Richmond Law Review

Over the past few years, a turf war has been brewing between the Commodity Futures Trading Commission (“CFTC”) and the Securities and Exchange Commission (“SEC”) over which agency should regulate cryptocurrencies. Both agencies have pursued numerous enforcement actions over the cryptocurrencies they believe to be within their jurisdiction. This turf war has many moving components, but the focus always comes back to one question: which cryptocurrencies are commodities, and which cryptocurrencies are securities? The distinction is important because the CFTC has statutory authority to regulate commodities, whereas the SEC has statutory authority to regulate securities. This Comment rejects the pursuit …


Falsehoods, Foreign Interference, And Compelled Speech In Singapore, Kenny CHNG 2023 Singapore Management University

Falsehoods, Foreign Interference, And Compelled Speech In Singapore, Kenny Chng

Research Collection Yong Pung How School Of Law

Online misinformation endangers the infrastructure of fact essential to public discourse and presents an even greater threat where it is being utilised as a weapon by hostile state actors. In recognition of these dangers, Singapore has implemented legal measures to combat online misinformation, enacting in quick succession the Protection from Online Falsehoods and Manipulation Act (POFMA) and the Foreign Interference (Countermeasures) Act (FICA). These statutes open up novel frontiers of development for Singapore's free speech jurisprudence. Indeed, these statutes confer upon government authorities the power to compel the authors of certain material to display notices stating that the material contains …


Data Localization And Government Access To Data Stored Abroad: Discussion Paper 2, Shanzay Pervaiz, Alex Joel 2023 American University Washington College of Law

Data Localization And Government Access To Data Stored Abroad: Discussion Paper 2, Shanzay Pervaiz, Alex Joel

Joint PIJIP/TLS Research Paper Series

The Centre for Information Policy Leadership (CIPL) and Tech, Law & Security Program (TLS) have been collaborating on a project regarding data localization policies. As data localization is increasingly gaining traction, we seek to understand the different dimensions of the impacts and effectiveness of these policies. As part of this collaboration—CIPL published a paper on the “real life” business, societal, and consumer impacts of data localization policies and TLS published the present paper on whether data localization measures are legally effective in achieving one of their main ostensible purposes, i.e., to prevent foreign government access to data.


Privatizing Copyright, Xiyin Tang 2023 UCLA School of Law

Privatizing Copyright, Xiyin Tang

Michigan Law Review

Much has been written, and much is understood, about how and why digital platforms regulate free expression on the internet. Much less has been written— and even much less is understood—about how and why digital platforms regulate creative expression on the internet—expression that makes use of others’ copyrighted content. While § 512 of the Digital Millennium Copyright Act regulates user-generated content incorporating copyrighted works, just as § 230 of the Communications Decency Act regulates other user speech on the internet, it is, in fact, rarely used by the largest internet platforms—Facebook and YouTube. Instead, as this Article details, creative speech …


Fair Warnings From Ofac’S Settlements With Cryptocurrency Service Providers: Compliance Should Include Lifetime-Of-The-Relationship, In-Process Geolocational Checks, Sarah Jane Hughes 2023 Indiana University Maurer School of Law

Fair Warnings From Ofac’S Settlements With Cryptocurrency Service Providers: Compliance Should Include Lifetime-Of-The-Relationship, In-Process Geolocational Checks, Sarah Jane Hughes

Articles by Maurer Faculty

In 2022, the Office of Foreign Assets Control (OFAC) announced numerous settlements with cryptocurrency exchanges. These settlements serve as “fair warnings” to all cryptocurrency service providers who are “U.S. persons” or who offer services to U.S. persons. The term “U.S. persons” is defined in 31 C.F.R. §560.314 as “any United States citizen, permanent resident alien, entity organized under the laws of the United States or any jurisdiction within the United States (including foreign branches), or any person in the United States.”

This article focuses on these “fair warnings” as they have accumulated from prior settlements and from OFAC’s published guidance …


The Freedom Of Influencing, Hannibal Travis 2023 Florida International University College of Law.

The Freedom Of Influencing, Hannibal Travis

University of Miami Law Review

Social media stars and the Federal Trade Commission (“FTC”) Act are clashing. Influencer marketing is a preferred way for entertainers, pundits, and everyday people to monetize their audiences and popularity. Manufacturers, service providers, retailers, and advertising agencies leverage influencers to reach into millions or even billions of consumer devices, capturing minutes or seconds of the market’s fleeting attention. FTC enforcement actions and private lawsuits have targeted influencers for failing to disclose the nature of a sponsorship relationship with a manufacturer, marketer, or service provider. Such a failure to disclose payments prominently is very common in Hollywood films and on radio …


A 180 On Section 230: State Efforts To Erode Social Media Immunity, Leslie Y. Garfield Tenzer, Hayley Margulis 2023 Pepperdine University

A 180 On Section 230: State Efforts To Erode Social Media Immunity, Leslie Y. Garfield Tenzer, Hayley Margulis

Pepperdine Law Review

The turmoil of the 2020 presidential election renewed controversy surrounding 47 U.S.C § 230. The law, adopted as part of the 1996 Communications Decency Act (CDA), shields Interactive Computer Services (ICS) from civil liability for third-party material posted on their Platforms—no matter how heinous and regardless of whether the material enjoys constitutional protection. Consequently, any ICS, which is broadly defined to include Internet service providers (ISPs) and social media platforms (Platforms), can police its own postings but remains free from government intervention or retribution. In 2022, members of the Texas and Florida legislatures passed laws aiming to limit the scope …


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