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Understanding Russia’S Cyber Policies, Strategies, And Doctrines, Bryan Hancock, Hanh Nguyen, Olga Karpoyan, Ekzhin Ear, Shouhuai Xu 2025 Laboratory for Cybersecurity Dynamics Department of Computer Science University of Colorado Colorado Springs

Understanding Russia’S Cyber Policies, Strategies, And Doctrines, Bryan Hancock, Hanh Nguyen, Olga Karpoyan, Ekzhin Ear, Shouhuai Xu

Military Cyber Affairs

This study analyzes the strengths and weaknesses of Russia’s cyber policies, strategies, and doctrines through a systematic set of attributes, leading to key insights: (i) Russia has proactively adapted its cyber policies, strategies, and doctrines to its evolving environment; (ii) Russia actively conducts cognitive warfare, but remains equally vulnerable to it; and (iii) Russia’s cyber posture faces significant challenges, including a limited technological base, shortage of skilled personnel, and restrictive approach to information control, all of which undermine the effectiveness of its strategies. These insights offer valuable implications for US Cyber Command and the Department of Defense.


Characterizing Cyberattacks Against Operational Technology Infrastructures Through The Lens Of Attack Flows, Sherman Kettner, Caleb Chang, Ekzhin Ear, Shouhuai Xu 2025 Laboratory for Cybersecurity Dynamics Department of Computer Science University of Colorado Colorado Springs

Characterizing Cyberattacks Against Operational Technology Infrastructures Through The Lens Of Attack Flows, Sherman Kettner, Caleb Chang, Ekzhin Ear, Shouhuai Xu

Military Cyber Affairs

Operational Technology (OT) infrastructures play a critical role in modern society and economy. However, their increasing connectivity with public networks such as the Internet has made them vulnerable to cyberattacks, much like traditional Information Technology (IT) systems. In particular, cyberattacks against OT infrastructures remain relatively underexplored and little understood. In this paper, we aim to deepen our understanding of cyberattacks against OT infrastructures. For this purpose, we propose a methodology, including novel cybersecurity metrics to analyze the attack flows of these attacks in an end-to-end fashion, which allows us to draw useful insights. We demonstrate the utility of the methodology …


The Starving Artist: What The Us Can Learn From Dutch Artist-Focused Legislation About Equitable Remuneration For Musical Creators, Natalia Perez-Flores 2025 Brooklyn Law School

The Starving Artist: What The Us Can Learn From Dutch Artist-Focused Legislation About Equitable Remuneration For Musical Creators, Natalia Perez-Flores

Brooklyn Journal of International Law

The United States (US) is the “leader in [the] creation, distribution, and worldwide licensing of recorded music.” Despite this, the US fails to afford moral rights protections to musical creators. Unlike economic rights, moral rights are not primarily concerned with the economic exploitation of art and instead protect the personal and reputational value of a work. Legislative justifications for copyright protection in the US include providing adequate rewards and appropriate incentives for artistic creation. To accomplish this, copyright law must protect authors’ personal expression, or moral rights, as much as it protects authors’ financial compensation, or economic rights. By focusing …


Session 6: Ai Regulation: The Role Of Washington State Legal Organizations, Alicia Burton, Michele Carney, Ryan Harkins, Craig Shank, Drew Simshaw, Christon Skinner, Leslie Veloz 2025 Judge, Pierce County Superior Court, Co-Chair, Board for Judicial Administration

Session 6: Ai Regulation: The Role Of Washington State Legal Organizations, Alicia Burton, Michele Carney, Ryan Harkins, Craig Shank, Drew Simshaw, Christon Skinner, Leslie Veloz

SITIE Symposiums

In session six of the SITIE 2025 Symposium, the panelists discuss how legal institutions in the State of Washington are responding to the challenges surrounding artificial intelligence (AI). Being aware that AI is continuing to evolve and will inevitably be integrated more into the legal field, this session discusses the benefits and concerns of AI and what legal institutions like the Board of Judicial Administration, Washington State Bar Association (WSBA) Committee on Professional Ethics, and the Washington State Bar Association Legal Technology Task Force are doing to educate lawyers and what changes, if any, are being done to address AI …


Session 5: Ai Regulation From Domestic Sources: From Where And When?, Mark Geistfeld, Margaret Hu, Emile Loza de Siles 2025 Sheila Lubetsky Birnbaum Professor of Civil Litigation, New York University School of Law, and Reporter, Principles of the Law, Civil Liability for Artificial Intelligence, American Law Institute

Session 5: Ai Regulation From Domestic Sources: From Where And When?, Mark Geistfeld, Margaret Hu, Emile Loza De Siles

SITIE Symposiums

In the wake of high-profile calls for AI regulation from tech leaders like Sam Altman and Brad Smith, domestic efforts to shape AI governance in the U.S. are becoming more urgent. Moderated by Professor Steve Tapia, this panel of legal scholars examined the evolving field of AI regulation, here from domestic sources, focusing on gaps in legal literacy, the limits of tort law, and the promise of more transparent frameworks. Panelists explored the challenges posed by the “Black Box” nature of AI, including trade secret protections, opaque algorithms, and their impact on tort causation and discrimination. They highlighted tensions between …


Session 4: Analyzing The Benefits Of Artificial Intelligence To Racially Inclusive Democracy, Spencer Overton, Jeffrey Omari 2025 Patricia Roberts Harris Research Professor of Law at the George Washington University

Session 4: Analyzing The Benefits Of Artificial Intelligence To Racially Inclusive Democracy, Spencer Overton, Jeffrey Omari

SITIE Symposiums

This keynote discussion explored the intersection of artificial intelligence (AI), race, and democratic governance, focusing on the challenges and opportunities AI presents for creating a racially inclusive democracy. Professor Overton argued that while AI has transformative potential, it is currently influenced by actors and systems that may unintentionally (or intentionally) weaken racial equity. The spread of AI technologies—without proper safeguards—has opened new pathways for reinforcing structural inequalities, especially in the democratic process.


Session 3: Conference Spotlight- Politics In A World Of Ai Misinformation: Regulatory Approaches, Richard Painter, Mark Verstraete 2025 S. Walter Richey Professor of Corporate Law, University of Minnesota Law School (author of Deepfake 2024: Will Citizens United and Artificial Intelligence Together Destroy Representative Democracy?)

Session 3: Conference Spotlight- Politics In A World Of Ai Misinformation: Regulatory Approaches, Richard Painter, Mark Verstraete

SITIE Symposiums

Considering developments regarding AI-generated media, fake news, and impersonations, panelists discuss the challenges in regulating AI-generated media, particularly in the context of deepfakes and political misinformation. Panelists discuss the evolution of content from a text-based presentation to video-based manipulations, along with broader concerns, including the role of social media platforms, how platforms are becoming more focused, confirmation bias of individual voting publics, and the potential conflicts of interest in regulating AI-generated content. Panelists suggest solutions involving a proactive method to warn the public about AI-generated misinformation. Further, the panelists also call for greater inter-disciplinary collaboration to develop flexible and forward-thinking …


Session 1: Guidance From International Regulation Sources, Charlotte Tschider, Marie-Charlotte Roques-Bonnet 2025 Loyola University Chicago School of Law & The Beazley Institute of Health Law and Policy

Session 1: Guidance From International Regulation Sources, Charlotte Tschider, Marie-Charlotte Roques-Bonnet

SITIE Symposiums

In Session One of the SITIE 2025 Symposium titled “Regulating Artificial Intelligence: From Where and When?”, Professor Mark Chinen moderated a panel featuring Professor Charlotte Tschider and Dr. Marie-Charlotte Roques-Bonnet. The discussion focused on international AI regulation, privacy, data governance, and the EU’s regulatory approach to AI oversight.


8th Annual Innovation And Technology Law Conference: Regulating Artificial Intelligence: From Where And When?, Steven Bender 2025 Seattle University School of Law

8th Annual Innovation And Technology Law Conference: Regulating Artificial Intelligence: From Where And When?, Steven Bender

SITIE Symposiums

Since 2018, the Seattle University School of Law has presented an annual late spring/summer conference on innovation and technology, shifting to a virtual conference in 2020. The virtual format fosters inclusion of national and even international speakers (as this year with Marie-Charlotte Roques-Bonnet, Data Protection/AI Consultant & Research Lead, ID side.eu, joining from France), and participation from a broad base audience, which this year included over 200 registrants who joined live or watched the recording.


Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski 2025 CUNY Lehman College

Arts-Based Sustainability: From New York To Malawi, Martha B. Lerski

Publications and Research

Recognizing that libraries serve multiple constituencies and subject areas, this chapter documents and advocates for development of transdisciplinary arts-based research (ABR) and culture-related projects linked to environmental challenges. Libraries contribute collections and spaces, as well as the research of library and information scientists. Libraries are currently among invisible contributors to sustainability planning and services. The chapter will link this invisibility to the value of what visual arts refer to as negative space elements in subjects ranging from traditional ecological knowledge to environmental science. Library collections, projects, and research contribute to education for sustainable development (ESD) as required to achieve the …


Third-Party Funding Of Patent Litigation: Problems And Solutions, Korok Ray, Adam Olson 2025 Texas A&M University

Third-Party Funding Of Patent Litigation: Problems And Solutions, Korok Ray, Adam Olson

Utah Law Review

This Article documents the rise of third-party funding in patent litigation. We track funding sources for patent lawsuits in the United States from 2002 to 2021, which show an increase in cases and percentage funded by third parties. While we cannot say third-party funding increased patent litigation, we can observe the correlation. The use of the champerty doctrine by patent trolls distorts the marketplace and causes frivolous litigation.

The secondary patent market created a robust litigation market in which non-practicing entities (NPEs) can buy from innovators and sue defendants. Capital investments bet on litigation, hoping for a return without interest …


Unlocking Platform Data For Research, Niva Elkin-Koren, Maayan Perel, Ohad Somech 2025 Tel-Aviv University

Unlocking Platform Data For Research, Niva Elkin-Koren, Maayan Perel, Ohad Somech

Indiana Law Journal

Digital platforms, which control unique access points to the rich data stored on their servers, have become a “living lab” of real-time information. Scientists and researchers increasingly use platform data for various purposes, such as training machine learning (ML) systems and Natural Language Processing (NLP) models, and for studying diverse fields such as medicine, humanities, and social sciences, including the influence of digital platforms on society. However, researchers increasingly encounter significant barriers when attempting to access platform data. Although platforms typically lack proprietary rights over the data itself, they exert strong control over its use by imposing digital locks and …


Design Patent Law's Three Little Words, Mark D. Janis 2025 Indiana University Maurer School of Law

Design Patent Law's Three Little Words, Mark D. Janis

Indiana Law Journal

U.S. design patent law protects the visual characteristics of articles of manufacture. For many years, major manufacturers of athletic footwear have protected their visually iconic designs with design patents, fueling a global market valued at nearly $100 billion. Today, however, shoe design has arrived in the digital universe. Digital sneakers such as Gucci’s Virtual 25 and Nike’s “Our Force Ones” can be “worn” only in virtual worlds but have substantial real world economic value. Yet U.S. design patent law makes it difficult—some would say impossible—to protect those designs, on the ground that they do not satisfy the statutory requirement for …


The Mirage Of Artificial Intelligence Terms Of Use Restrictions, Peter Henderson, Mark A. Lemley 2025 Princeton University

The Mirage Of Artificial Intelligence Terms Of Use Restrictions, Peter Henderson, Mark A. Lemley

Indiana Law Journal

Artificial intelligence (AI) model creators commonly attach restrictive terms of use to both their models and their outputs. These terms typically prohibit activities ranging from creating competing AI models to spreading disinformation. Often taken at face value, these terms are positioned by companies as key enforceable tools for preventing misuse, particularly in policy dialogs. The California AI Transparency Act even codifies this approach, mandating certain responsible use terms to accompany models.

But are these terms truly meaningful, or merely a mirage? There are myriad examples where these broad terms are regularly and repeatedly violated. Yet except for some account suspensions …


Beautiful Means For Nefarious Ends, Eric Wahoff 2025 Notre Dame Law School

Beautiful Means For Nefarious Ends, Eric Wahoff

Notre Dame Journal of International & Comparative Law

This note will attempt to address the laws of art dealers and banks in a way that draws parallels with the past struggles of banks and today’s struggle in the art world to keep bad actors out. It will begin with surveying how art is currently used as a tool of criminals and the current regulatory regimes in the EU, New York, and California – the states with the most art brokers.Then the note will analyze relevant laws from the US banking industry. Finally, the note will discuss ways that banking laws that have been used to address money -laundering …


Volume 15, Issue 1 - Full Issue, Notre Dame Journal of International & Comparative Law Volume 15 2025 Notre Dame Law School

Volume 15, Issue 1 - Full Issue, Notre Dame Journal Of International & Comparative Law Volume 15

Notre Dame Journal of International & Comparative Law

No abstract provided.


The Impact Of Ai Bots And Crawlers On Open Repositories: Results Of A Coar Survey, April 2025, Kathleen Shearer, Paul Walk 2025 Confederation of Open Access Repositories

The Impact Of Ai Bots And Crawlers On Open Repositories: Results Of A Coar Survey, April 2025, Kathleen Shearer, Paul Walk

Copyright, Fair Use, Scholarly Communication, etc.

There are a growing number of AI bots crawling repositories. These automated bots, or crawlers, navigate the internet, gathering data and indexing information for search engines, AI and large language models, and other purposes. While some bots are rather innocuous, others are sufficiently aggressive that they are increasingly causing service disruptions in repositories (and other scholarly communications infrastructures). To learn more about the current state and gain a better understanding about the impact of bots and crawlers on repositories, COAR distributed a survey to members in April 2025. The survey received 66 responses from repositories around the world (22 from …


Analyzing Copyrightability Of Ai-Generated And Assisted Works Under A New Theory Of Authorship, Katherine Lu 2025 California Polytechnic State University, San Luis Obispo

Analyzing Copyrightability Of Ai-Generated And Assisted Works Under A New Theory Of Authorship, Katherine Lu

Journalism

While pending cases like the New York Times’ case against OpenAI will be the first test for artificial intelligence (AI) in the copyright space, current copyright legislation inadequately answers questions regarding grey-area uses of generative AI in the creation of journalistic, creative, or academic works. The Copyright Office has established that copyright requires human authorship, but current legal definitions of authorship may include simple prompt writing as a form of authorship. This paper addresses the inadequacies of the current definitions of authorship, and proposes a new one that encompasses traditional definitions, the Copyright Office’s new motions addressing AI, and Christopher …


The Complex Interplay Between Intellectual Property And The Right To Science, Peter K. Yu 2025 Texas A&M University School of Law

The Complex Interplay Between Intellectual Property And The Right To Science, Peter K. Yu

Faculty Scholarship

In April 2020, the U.N. Committee on Economic, Social and Cultural Rights released General Comment No. 25, which provides an authoritative interpretation of the right to science—a right that has hitherto not received much attention. In light of this publication and the recent celebration of the 75th anniversary of the Universal Declaration of Human Rights, this article examines the complex interplay between intellectual property and the right to science, with a view toward the human rights challenges brought about by both the COVID-19 pandemic and the arrival of generative AI.

The article begins by documenting the historical evolution of the …


Locating Timbre In Copyright Law’S Modern Musical Work, Lauren Wilson 2025 University at Buffalo School of Law

Locating Timbre In Copyright Law’S Modern Musical Work, Lauren Wilson

Journal Articles

Copyright law requires courts deciding music infringement cases to locate two copyrights within a single song: one in the “musical work” and another in the “sound recording.” But songs do not naturally divide into such pieces. Instead, judges untrained in music must parse from a unified song the musical elements belonging to each copyright and to whom those copyrights belong. They have historically approached the task as a simple matter of identifying elements notated on a score as belonging to the musical work and placing “everything else” on the sound recording, but such a formalistic approach does not suit the …


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