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Micaela McMurrough

Micaela McMurrough serves as co-chair of Covington's global and multi-disciplinary Technology Group, as co-chair of the Artificial Intelligence and Internet of Things (IoT) initiative. In her practice, she has represented clients in high-stakes antitrust, patent, trade secrets, contract, and securities litigation, and other complex commercial litigation matters, and she regularly represents and advises domestic and international clients on cybersecurity and data privacy issues, including cybersecurity investigations and cyber incident response. Micaela has advised clients on data breaches and other network intrusions, conducted cybersecurity investigations, and advised clients regarding evolving cybersecurity regulations and cybersecurity norms in the context of international law.

In 2016, Micaela was selected as one of thirteen Madison Policy Forum Military-Business Cybersecurity Fellows. She regularly engages with government, military, and business leaders in the cybersecurity industry in an effort to develop national strategies for complex cyber issues and policy challenges. Micaela previously served as a United States Presidential Leadership Scholar, principally responsible for launching a program to familiarize federal judges with various aspects of the U.S. national security structure and national intelligence community.

Prior to her legal career, Micaela served in the Military Intelligence Branch of the United States Army. She served as Intelligence Officer of a 1,200-member maneuver unit conducting combat operations in Afghanistan and was awarded the Bronze Star.

On September 29, California Governor Gavin Newsom (D) signed into law SB 53, the Transparency in Frontier Artificial Intelligence Act (“TFAIA”), establishing public safety regulations for developers of “frontier models,” or large foundation AI models trained using massive amounts of computing power.  TFAIA is the first frontier model safety…

Continue Reading California Governor Signs Landmark AI Safety Legislation

The U.S. Cybersecurity and Infrastructure Security Agency (“CISA”) plans to delay the publication of its much-anticipated cybersecurity incident reporting rule implementing the Cyber Incident Reporting for Critical Infrastructure Act of 2022 (“CIRCIA”).  According to an entry on the Spring 2025 Unified Agenda of Regulatory and Deregulatory Actions, released on September…

Continue Reading CISA Delays Cyber Incident Reporting Rule for Critical Infrastructure

On July 29, 2025, the National Institute of Standards & Technology (“NIST”) unveiled an outline for preliminary, stakeholder-driven standards, known as a “zero draft”, for AI testing, evaluation, verification and validation (“TEVV”).  This outline is part of NIST’s AI Standards Zero Drafts pilot project, which was announced on March 25, 2025, as we previously reported. The goal is to create a flexible, high-level framework for companies to design their own AI testing and validation procedures. Of note, NIST is not prescribing exact methods for testing and validation. Instead, it offers a structure around key terms, lifecycle stages, and guiding principles that align with future international standards. NIST has asked for stakeholder input on the topics, scope, and priorities of the Zero Drafts process, and feedback is open until September 12, 2025.

The NIST outline breaks AI TEVV into several foundational elements, a non-exhaustive list of which includes:

Continue Reading NIST Welcomes Comments for AI Standards Zero Drafts Project

Oklahoma recently enacted Senate Bill 626, which substantially amends the state’s data breach notification law to broaden the scope of notification obligations and add a new regulator notification requirement along with a new “safe harbor”-style provision that provides liability protections if certain security measures are implemented.  The changes to Oklahoma’s law follow changes to other state data breach notification laws within the past year, including New York’s addition of a 30-day deadline for notice to individuals (added in early 2025) and Pennsylvania’s addition of a regulator notification requirement and obligations to provide free credit monitoring (added in mid-2024).  Key updates from Oklahoma’s bill, which will go into effect on January 1, 2026, are discussed in further detail below.

Continue Reading Oklahoma Substantially Amends Its Data Breach Notification Statute

On July 23, the White House released its AI Action Plan, outlining the key priorities of the Trump Administration’s AI policy agenda.  In parallel, President Trump signed three AI executive orders directing the Executive Branch to implement the AI Action Plan’s policies on “Preventing Woke AI in…

Continue Reading Trump Administration Issues AI Action Plan and Series of AI Executive Orders

On June 17, the Joint California Policy Working Group on AI Frontier Models (“Working Group”) issued its final report on frontier AI policy, following public feedback on the draft version of the report released in March.  The report describes “frontier models” as the “most capable” subset of foundation models, or…

Continue Reading California Frontier AI Working Group Issues Final Report on Frontier Model Regulation

On June 12, the New York legislature passed the Responsible AI Safety & Education (“RAISE”) Act (S 6953), a frontier model public safety bill that would establish safeguard, reporting, disclosure, and other requirements for large developers of frontier AI models.  If signed into law by Governor Kathy Hochul…

Continue Reading New York Legislature Passes Sweeping AI Safety Legislation

On February 6, the White House Office of Science & Technology Policy (“OSTP”) and National Science Foundation (“NSF”) issued a Request for Information (“RFI”) seeking public input on the “Development of an Artificial Intelligence Action Plan.”  The RFI marks a first step toward the implementation of the Trump Administration’s January…

Continue Reading Trump Administration Seeks Public Comment on AI Action Plan

On December 24, 2024, New York Governor Kathy Hochul signed into law an amendment to New York General Business Law § 899-aa modifying the state’s data breach notification requirements.  The amended law, which is effective immediately, imposes new requirements businesses must follow when providing notifications following a data breach…

Continue Reading New York Adopts Amendment to the State Data Breach Notification Law

On October 16, 2024, the U.S. Cybersecurity and Infrastructure Security Agency (“CISA”) and the Federal Bureau of Investigation (“FBI”) published guidance on Product Security Bad Practices (the “Guidance”) that identifies “exceptionally risky” product security practices for software manufacturers.  The Guidance states that the ten identified practices—categorized as (1) Product Properties, (2) Security Features, or (3) Organizational Processes and Policies—are “dangerous and significantly elevate[] risk to national security, national economic security, and national public health and safety.”

The Guidance offers recommendations to remediate each of the identified practices and states that adoption of the recommendations indicates software manufacturers “are taking ownership of customer security outcomes.”  Provided below are the ten practices and associated recommendations.

I.               Product Properties

  • Development Not in Memory Safe Languages – The Guidance recommends software manufacturers protect against “memory safety vulnerabilities,” such as through the use of a memory safe language or protective hardware.
  • Inclusion of User-Provided Input in SQL Query Strings – The Guidance encourages product designs “that systematically prevent the introduction of SQL injection vulnerabilities, such as by consistently enforcing the use of parametrized queries.”
  • Inclusion of User-Provided Input in Operating System Command Strings – The Guidance recommends product designs “that systematically prevent[] command injection vulnerabilities, such as by consistently ensuring that command inputs are clearly delineated from the contents of a command itself.”
  • Presence of Default Passwords – The Guidance suggests the use of (among others) “instance-unique initial passwords,” requiring users to create new passwords during installation, and “time-limited setup passwords.”
  • Presence of Known Exploited Vulnerabilities – The Guidance states that known exploited vulnerabilities (“KEV”) should be patched before a product is deployed.  The Guidance also recommends that software manufacturers should offer a free and timely patch to customers when CISA’s catalog introduces a new KEV and advise customers “of the associated risks of not installing the patch.”
  • Presence of Open Source Software with Known Exploitable Vulnerabilities – The Guidance encourages software manufacturers to make “a reasonable effort to evaluate and secure their open source software dependencies.”  In particular, the Guidance recommends to conduct security scans on the initial and subsequent versions of open source software that are incorporated into the product and “[r]outinely monitor for Common Vulnerabilities and Exposures (CVEs) or other security-relevant alerts . . . in all open source software dependencies and update them as necessary,” among other recommended steps.  The Guidance further encourages the use of “a software bill of materials” to offer to customers.
Continue Reading CISA and FBI Publish Product Security Bad Practices