Elettra Bietti’s research while affiliated with Harvard University and other places

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Publications (11)


Figure 1: Our taxonomy and horizontal/vertical interoperation (strong/weak correlations in bold/dashed lines respectively)
SoK: "Interoperability vs Security" Arguments: A Technical Framework
  • Preprint
  • File available

February 2025

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10 Reads

Daji Landis

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Elettra Bietti

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Sunoo Park

Concerns about big tech's monopoly power have featured prominently in recent media and policy discourse, and regulators across the US, the EU, and beyond have ramped up efforts to promote healthier competition in the market. One of the favored approaches is to require certain kinds of interoperation between platforms, to mitigate the current concentration of power in the biggest companies. Unsurprisingly, interoperability initiatives have generally been met with vocal resistance by big tech companies. Perhaps more surprisingly, a significant part of that pushback has been in the name of security -- that is, arguing against interoperation on the basis that it will undermine security. We conduct a detailed examination of "security vs. interoperability" arguments in the context of recent antitrust proceedings in the US and the EU. First, we propose a taxonomy of such arguments. Second, we provide several detailed case studies, which illustrate our taxonomy's utility in disentangling where security and interoperability are and are not in tension, where securing interoperable systems presents novel engineering challenges, and where "security arguments" against interoperability are really more about anti-competitive behavior than security. Third, we undertake a comparative analysis that highlights key considerations around the interplay of economic incentives, market power, and security across diverse contexts where security and interoperability may appear to be in tension. We believe systematically distinguishing cases and patterns within our taxonomy and analytical framework can be a valuable analytical tool for experts and non-experts alike in today's fast-paced regulatory landscape.

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From Ethics Washing to Ethics Bashing: A Moral Philosophy View on Tech Ethics

September 2021

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445 Reads

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39 Citations

Journal of Social Computing

Weaponized in support of deregulation and self-regulation, “ethics” is increasingly identified with technology companies' self-regulatory efforts and with shallow appearances of ethical behavior. So-called “ethics washing” by tech companies is on the rise, prompting criticism and scrutiny from scholars and the tech community. The author defines “ethics bashing” as the parallel tendency to trivialize ethics and moral philosophy. Underlying these two attitudes are a few misunderstandings: (1) philosophy is understood in opposition and as alternative to law, political representation, and social organizing; (2) philosophy and “ethics” are perceived as formalistic, vulnerable to instrumentalization, and ontologically flawed; and (3) moral reasoning is portrayed as mere “ivory tower” intellectualization of complex problems that need to be dealt with through other methodologies. This article argues that the rhetoric of ethics and morality should not be reductively instrumentalized, either by the industry in the form of “ethics washing”, or by scholars and policy-makers in the form of “ethics bashing”. Grappling with the role of philosophy and ethics requires moving beyond simplification and seeing ethics as a mode of inquiry that facilitates the evaluation of competing tech policy strategies. We must resist reducing moral philosophy's role and instead must celebrate its special worth as a mode of knowledge-seeking and inquiry. Far from mandating self-regulation, moral philosophy facilitates the scrutiny of various modes of regulation, situating them in legal, political, and economic contexts. Moral philosophy indeed can explainin the relationship between technology and other worthy goals and can situate technology within the human, the social, and the political.





Dissolving privacy, one merger at a time: Competition, data and third party tracking

December 2019

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86 Reads

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27 Citations

Computer Law & Security Review

Amid growing concern about the use and abuse of personal data over the last decade, there is an emerging suggestion that regulators may need to turn their attention towards the concentrations of power deriving from large-scale data accumulation. No longer the preserve of data protection or privacy law, personal data is receiving attention within competition and antitrust law. Recent mergers and acquisitions between large digital technology platforms have raised important questions about how these different areas intersect and how they can complement one another in order to protect consumer welfare while ensuring competitive markets. This paper draws attention to one particularly complicated kind of digital data-intensive industry: that of third party tracking, in which a firm does not (only or primarily) collect and process personal data of its own customers or users, but rather data from the users of other ‘first party’ services. Mergers and acquisitions between firms active in the third party tracking industry raise unique challenges for privacy and fundamental rights which are often missed in regulatory decisions and academic discussions of data and market concentration. In this paper, we combine empirical and normative insights to shed light on the role of competition regulators in addressing the specific challenges of mergers and acquisitions in the third party tracking industry. After critically assessing some of the US and EU case law in this area, we argue that a bolder approach is needed; one that engages in a pluralist analysis of economic and noneconomic concerns about concentrations of power and control over data.


Acquisitions in the third party tracking industry: competition and data protection aspects

October 2018

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50 Reads

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1 Citation

Amid growing concern about the use and abuse of personal data over the last decade, there is an emerging suggestion that regulators may need to turn their attention towards the concentrations of power deriving from large-scale data accumulation. No longer the preserve of data protection or privacy law, personal data is receiving attention within competition and antitrust law.Recent mergers and acquisitions between large digital technology platforms have raised important questions about how these different areas intersect and how they can complement one another in order to protect consumer welfare while ensuring competitive markets. This paper draws attention to one particularly complicated kind of digital data-intensive industry: that of third party tracking, in which a firm does not (only or primarily) collect and process personal data of its own customers or users, but rather collects and processes data from the users of other ‘first party’ services.Mergers and acquisitions between firms active in the third party tracking industry raise unique challenges for privacy and fundamental rights which are often missed in regulatory decisions and academic discussions of data and market concentration. In this paper, we combine empirical and normative insights to shed light on the role of competition regulators in addressing the specific challenges of mergers and acquisitions in the third party tracking industry. After critically assessing some of the US and EU case law in this area, we argue that a bolder approach is needed; one that engages in a pluralist analysis of economic and noneconomic concerns about concentrations of power and control over data.


Citations (6)


... As of April 2024, the academic database Web of Science indexed only 20 English-language documents containing the term and grammatical variants in their titles, abstracts, or keywords. Of these English-language documents, 15 include definitions of ethics washing (Ahmad et al., 2021;Aitken et al., 2021;Ali, Christin, Smart, & Katila, 2023;Bietti, 2020;Bürger, Amann, Bui, Fehr, & Madai, 2024;Kotliar & Carmi, 2023;Lohne, 2021;McMillan & Brown, 2019;Papyshev & Yarime, 2022;Saltelli, Dankel, Di Fiore, Holland, & Pigeon, 2022;Siapka, 2022;Steinhoff, 2024;Vică, Voinea, & Uszkai, 2021;Wilson et al., 2024;Wright, 2023). Some of these documents refer to others (not listed in the Web of Science database) that contain definitions of ethics washing (Floridi, 2019;Johnson, 2021;Metzinger, 2019). ...

Reference:

How Can We Know if You are Serious? Ethics Washing, Symbolic Ethics Offices, and the Responsible Design of AI Systems
From ethics washing to ethics bashing: a view on tech ethics from within moral philosophy
  • Citing Conference Paper
  • January 2020

... This creates governance clashes (Ulnicane et al., 2021), conflicting values and principles (Fjeld et al., 2020), and different reference sets of legislation and professional standards (Edwards & Veale, 2018), often with different sets of ethical dilemmas foregrounded (Roberts et al., 2020). Thus, AI initiatives often disturb existing hierarchies and power distributions and bring up questions about their meaningfulness and impact on different groups (Koniakou, 2023;Bietti, 2021), such as who benefits from AI systems (Dignum, 2019). Mutuality plays a critical role in AI governance by fostering equitable stakeholder relationships. ...

From Ethics Washing to Ethics Bashing: A Moral Philosophy View on Tech Ethics

Journal of Social Computing

... However, the effects of the IoMusT usage are not yet understood, it is not clear how the provided services may influence individuals and society as a whole, and personal data issues represent a paramount topic. As the IoMusT emerges, there is a concrete need to bring insights into these urgent matters [66], [67]. ...

From Ethics Washing to Ethics Bashing: A View on Tech Ethics from Within Moral Philosophy
  • Citing Article
  • January 2021

SSRN Electronic Journal

... As such, it is concerned with the effort to impose broad-based legal regulation on companies in ways that would serve at least some public law values. This approach is related to the scholarly work that suggests perceiving platforms as information fiduciaries (Balkin, 2016(Balkin, , 2020, making online service providers owe a duty of care and loyalty to their clients with incentives towards public law values or as public utilities (Rahman, 2018b(Rahman, , 2018a, with legal regulations implementing public law values such as the prohibition of discrimination through "common carrier" considerations and the oversight of infrastructural goods and services, such as internet access, through agencies such as the Federal Communications Commission (FCC) or the Federal Trade Commission (FTC) (Bietti, 2023). ...

A Genealogy of Digital Platform Regulation
  • Citing Article
  • January 2021

SSRN Electronic Journal

... These services could be webpages or applications which have built-in methods for data collecting such as cookies, E-identifications, HTML5 caches or digital fingerprints (Agogo 2021). Data collector could also be different party than owner of ICT service and in these cases, data is collected through third party libraries in the source code, JavaScript snippets in html-code or using third party development kits (Binns & Bietti 2020). After the data is collected service owner or third party then processes it and afterwards sells it to data buyer. ...

Dissolving privacy, one merger at a time: Competition, data and third party tracking
  • Citing Article
  • December 2019

Computer Law & Security Review

... This effect can facilitate mergers between firms, which in turn can create asymmetries that could result in dominant positions amplified by the data use. Binns & Bietti (2019) show how the market of online third-party trackers significantly increased its concentration over time (with Alphabet firms being present in more than 70% of the analysed sample). The same trend is observed by Batikas et al., (2020) in the web provider market. ...

Acquisitions in the third party tracking industry: competition and data protection aspects
  • Citing Preprint
  • October 2018