Eugene Volokh – Technology Liberation Front https://techliberation.com Keeping politicians' hands off the Net & everything else related to technology Mon, 28 Mar 2011 19:37:17 +0000 en-US hourly 1 6772528 The Problem with Paul Ohm’s Suggestion to Regulate Inferences to Protect Privacy https://techliberation.com/2011/03/28/the-problem-with-paul-ohms-suggestion-to-regulate-inferences-to-protect-privacy/ https://techliberation.com/2011/03/28/the-problem-with-paul-ohms-suggestion-to-regulate-inferences-to-protect-privacy/#respond Mon, 28 Mar 2011 19:27:09 +0000 http://techliberation.com/?p=35980

Here’s an interesting SmartPlanet interview with Paul Ohm, associate professor of law at the University of Colorado Law School, in which he discusses his concerns about “reidentification” as it relates to privacy issues.  “Reidentification” and “de-anonymization” fears have been set forth by Ohm and other computer scientists and privacy theorists, who suggest that because the slim possibility exists of some individuals in certain data sets being re-identified even after their data is anonymized, that fear should trump all other considerations and public policy should be adjusted accordingly (specifically, in the direction of stricter privacy regulation / tighter information controls).

I won’t spend any time here on that particular issue since I am still waiting for Ohm and other “reidentification” theorists to address the cogent critique offered up by Jane Yakowitz in an important new study that I discussed here last week. Once they do, I might have more to say on that point. Instead, I just wanted to make some brief comments on one particular passage from the Ohm interview in which he outlines a bold new standard for privacy regulation:

We have 100 years of regulating privacy by focusing on the information a particular person has. But real privacy harm will come not from the information they have but the inferences they can draw from the data they have. No law I have ever seen regulates inferences. So maybe in the future we may regulate inferences in a really different way; it seems strange to say you can have all this data but you can’t take this next step. But I think that’s what the law has to do.

This is a rather astonishing new legal standard and there are two simple reasons why, as Ohm suggests, “no law… regulates inferences” and why, in my opinion, no law should.  First, every day in countless ways, other people (including many businesses) make inferences about us to satisfy a variety of needs. Consider a few examples based on my own personal experiences:

  • Example 1: Your local butcher may deduce from past purchases which types of meat you like and suggest new choices or cuts that are to your liking. This happened just this past weekend for me when a butcher at my local Balducci’s grocer recommended I try a terrific cut of steak after years of watching what else I bought there. And because I am such a regular shopper at Balducci’s, I also get special coupons and discounts offered to me all the time based on inferences drawn from past purchases. (I have a very similar experience at a local beer and wine store).
  • Example 2: Your mobile phone provider may draw inferences from past usage patterns to offer you a more sensible text or data plan. This happened to me last year when Verizon Wireless cold-called me and set up a much better plan for me.
  • Example 3: Your car or home insurance agent may use data about your past behavior to adjust premiums or offer better plans. When I was teenage punk, my family’s insurance company properly inferred that I was a bad risk to them (and others on the road!) because of multiple speeding tickets. I paid higher premiums as a result all the way through my 20s. But, as I aged and got fewer tickets, they inferred I was a better bet and gave me a lower premium.

I could go on and cite a litany of other examples, but you get the point: Personal information and inferences based upon that information are a natural part of any society and economy.  As my local butcher example illustrates, inferences have always been part of our economy, but such inferences drive an increasing portion of our Information Age economy these days. Thus, practically speaking, it would be quite difficult to devise a clear legal standard that specified what sort of inferences were allowed versus those that would be regarded as verboten.

But there’s a far more profound problem with Ohm’s suggestion that “in the future we may regulate inferences in a really different way.”  Simply stated, at least here in the United States, it could conflict rather radically with our strong First Amendment traditions. Eugene Volokh of UCLA law school summarized this general problem for much of privacy law in his seminal 2000 law review article, “Freedom of Speech, Information Privacy, and the Troubling Implications of a Right to Stop People from Speaking About You.” As he observed there:

The difficulty is that the right to information privacy — the right to control other people’s communication of personally identifiable information about you — is a right to have the government stop people from speaking about you. And the First Amendment (which is already our basic code of “fair information practices”) generally bars the government from “control[ling the communication] of information,” either by direct regulation or through the authorization of private lawsuits.

Now, I understand that there are times when the First Amendment will need to give way to accommodate certain privacy concerns, although my list would be a short one (mostly extremely sensitive forms of personal information). But the problem with Ohm’s paradigm of regulating inferences is that is puts privacy regulation on an epic collision course with the First Amendment since it would require the repression of large amounts of inferential data. This could have a profound chilling effect on speech, journalism, transparency efforts, and much more.  For consumers it could mean fewer choices and higher prices.  As noted above, using data to draw inferences is what facilitates a huge array of offers and special deals in our capitalist economy.  Those offers and deals would dry up if those making them were suddenly denied the right to collect information about us and draw inferences from them.

I can imagine one response to my argument that goes something like this: “Well, we’ll just have to separate ‘good’ inferences from ‘bad’ inferences and regulate accordingly!”  Again, I suppose we can find a couple of buckets where special consideration — even rules — are needed, such as some health and financial information categories.  But we already have laws on the books to deal with those issues. What Ohm is suggesting is that something more is needed, and by making inferences the linchpin of his new paradigm it raises serious issues about just how far the law can and should go to bottle up information and restrict human observation.


Additional Reading:

 

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COPPA 2.0: The New Battle over Privacy, Age Verification, Online Safety & Free Speech https://techliberation.com/2009/05/24/coppa-20-the-new-battle-over-privacy-age-verification-online-safety-free-speech/ https://techliberation.com/2009/05/24/coppa-20-the-new-battle-over-privacy-age-verification-online-safety-free-speech/#comments Sun, 24 May 2009 21:49:52 +0000 http://techliberation.com/?p=18481

Adam Thierer & I have just released a detailed examination (PDF) of brewing efforts to expand the Children’s Online Privacy Protection Act of 1998 to cover adolescents and potentially all social networking sites—an approach we call “COPPA 2.0.”

As Adam explained on Larry Magid’s CNET podcast, COPPA mandates certain online privacy protections for children under 13, most importantly that websites obtain the “verifiable consent” of a child’s parent before collecting personal information about that child or giving that child access to interactive functionality that might allow the child to share their personal information with others. The law was intended primarily to “enhance parental involvement in a child’s online activities” as a means of protecting the online privacy and safety of children.

Yet advocates of expanding COPPA—or “COPPA 2.0″—see COPPA’s verifiable parental consent framework as a means for imposing broad regulatory mandates in the name of online child safety and concerns about social networking, cyber-harassment, etc. Two COPPA 2.0 bills are currently pending in New Jersey and Illinois. The accelerated review of COPPA to be conducted by the FTC next year (five years ahead of schedule) is likely to bring to Washington serious talk of expanding COPPA—even though Congress clearly rejected covering adolescents age 13-16 when COPPA was first proposed back in 1998.

We’ll discuss some of the key points of our paper in a series of blog posts, but here are the top nine reasons for rejecting COPPA 2.0, in that such an approach would:

  • Burden the free speech rights of adults by imposing age verification mandates on many sites used by adults, thus restricting anonymous speech and essentially converging—in terms of practical consequences—with the unconstitutional Children’s Online Protection Act (COPA), another 1998 law sometimes confused with COPPA;
  • Burden the free speech rights of adolescents to speak freely on—or gather information from—legal and socially beneficial websites;
  • Hamper routine and socially beneficial communication between adolescents and adults;
  • Reduce, rather than enhance, the privacy of adolescents, parents and other adults because of the massive volume of personal information that would have to be collected about users for authentication purposes (likely including credit card data);

  • Would likely be the subject of massive fraud or evasion since it is not always possible to definitively verify the parent-child relationship, or because the system could be “gamed” in other ways by determined adolescents;
  • Do nothing to prevent offshore sites and services from operating outside these rules;
  • Present major practical challenges for law enforcement officials in the face of such evasion by both domestic users and offshore sites;
  • Could destroy opportunities for new or smaller website operators to break into the market and offer competing services and innovations, thus contributing to consolidation of online content and services by erecting barriers to entry; and
  • Violate the Commerce Clause of the U.S. Constitution, since Internet activity clearly represents interstate commerce that states have no authority to regulate.
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Book Review: Solove’s Understanding Privacy https://techliberation.com/2008/11/08/book-review-soloves-understanding-privacy/ https://techliberation.com/2008/11/08/book-review-soloves-understanding-privacy/#comments Sun, 09 Nov 2008 01:45:44 +0000 http://techliberation.com/?p=13456

Solove Understanding Privacy book coverWith the publication of Understanding Privacy (Harvard University Press 2008), George Washington University Law School professor Daniel J. Solove has firmly established himself as one of America’s leading intellectuals in the field of information policy and cyberlaw.  Solove had already made himself a force to be reckoned with in this field with the publication of important books like The Future of Reputation: Gossip, Rumor, and Privacy on the Internet (Yale University Press 2007), The Digital Person: Technology and Privacy in the Information Age (NYU Press 2004) and his treatise on Information Privacy Law with Paul M. Schwartz of the Berkeley School of Law (Aspen Publishing, 2d ed. 2006).  But with Understanding Privacy, Solove has now elevated himself to that rarefied air of “people worth watching” in the cyberlaw field; an intellectual — like Lawrence Lessig or Jonathan Zittrain — whose every publication becomes something of an event in the field to which all eyes turn upon release.

Like those other intellectuals, however, my respect for their stature should not be confused with agreement with their positions.  In fact, my disagreements with Lessig and Zittrain are frequently on display here and, we have been critical of Solove here in the past as well. [Here’s Jim Harper’s review of Solove’s last book, with which I am in wholehearted agreement.]  In a similar vein, although I greatly appreciate what Prof. Solove attempts to accomplish in Understanding Privacy — and I am sure it will change the way we conceptualize and debate privacy policy in the future — I found his approach and conclusions highly problematic.

Let me begin by summarizing Solove’s bold objective in Understanding Privacy. In the book, he attempts “to set forth a theory of privacy that will guide our understanding of privacy issues and the crafting of effective laws and policies to address them.” (p. 2) Solove’s “pragmatic” proposal to rethink privacy requires us to abandon the ways we have traditional thought about it. He begins by rightly noting that privacy has long been a “conceptual jungle” (p. 196) and a “concept in disarray.” (p. 1) “[T]he attempt to locate the ‘essential’ or ‘core’ characteristics of privacy has led to failure,” he says. (pg. 8 )

Consequently — and this is what make’s his approach so unique and important — Solove’s proposal to rethink privacy begins with a call to abandon the entire philosophical exercise of trying to tie privacy rights to some “common denominator” (pg. 8 ) since “Nobody can articulate what it means.” (p. 1) Actually, what he really means to say is that plenty of theorists can articulate what it means, it’s just that there is rarely any strong consensus about what justifies a particular theory of privacy. Indeed, in Chapter 2, he walks the reader through a half-dozen “conceptions of privacy” and illustrates how each has intellectual weaknesses and suffers from over- and under-breadth problems in terms of what it types of privacy it protects.

More importantly, according to Solove, not only has the effort “to locate the ‘essence’ of privacy” failed, but there is never any hope of it succeeding. Instead of continuing the futile search for such a grand, unified theory of privacy, Solove says we should tackle privacy issues from the “bottom up” by looking to “solve certain problems” (p. 75) The key to making it all work, he says, is “balancing”:

Because privacy conflicts with other fundamental values, such as free speech, security, curiosity, and transparency, we should engage in a candid and direct analysis of why privacy interests are important and how they ought to be reconciled with other interests. We cannot ascribe a value to privacy in the abstract. The value of privacy is not uniform across all contexts. We determine the value of privacy when we seek to reconcile privacy with opposing interests in the particular situations. (p. 87)

It is tempting to applaud Solove’s attempt to unhinge privacy from any “common denominator” and instead get more concrete about how to work through the details of practical privacy problems. After all, it is easy to get frustrated with some modern theories of privacy that have been tied up with amorphous, warm-and-fuzzy terms like “personhood” and “intimacy.” The inherent subjectivity of some of those terms makes it challenging to derive bright-line principles and tests to help craft law or resolve privacy disputes when they come before the courts.

But I believe there are serious problems with any attempt to completely divorce privacy policy from a theory of rights or justice. In my opinion, you can’t just dynamite all conceptual frameworks to the ground; value judgments will persist and references to rights theory will always be required. Even Solove’s pragmatic, bottom-up approach is value-laden; he just doesn’t acknowledge it. The majority of privacy controversies he attempts to work through in Chapter 5’s ambitious 16-part “Taxonomy of Privacy” mostly end up coming down in favor of taking stronger steps (i.e., rules, regulations, lawsuits, etc) to enhance privacy rights. He clearly has a bias in favor of enhancing and extending privacy rights relative to many other rights, but he doesn’t bother grounding it in any substantive theory of rights or justice.

Simply stated, even though Solove claims he can construct a new paradigm based strictly on a “pragmatic,” utilitarian, “problem-solving” approach, there is just no getting around the fact that, at some point, you are going to have to provide a more robust theory of rights or justice to explain why one right trumps another.

For example, let’s consider the frequent clash between privacy and free speech rights. As any casual reader of this blog knows, I feel quite passionately about the First Amendment and free speech rights. And, in all but the most extreme cases or circumstances, I will argue that speech rights should trump privacy rights. When would speech rights not trump privacy rights? For me, that would only occur when a clear, quantifiable harm resulted from the speech. But what is “clear, quantifiable harm”?  Reputation, for example, is not something one can easily quantify the loss of. When a company or a government agency loses or sells your personal health records without permission, however, that privacy violation gets a little more quantifiable. And in the case of someone stealing your personal information to engage in identity theft, the harm becomes still more quantifiable. But those cases often involve monetary damages, whereas something like defamation is much more difficult to quantify. However, when considering privacy-vs.-free speech trade-offs, I would first look to identify and quantify to concrete harm to an individual before allowing the state to curtain freedom of speech.

Solove acknowledges these privacy-speech trade-offs and cites the work of scholars like Eugene Volokh, Fred Cate, Virginia Postrel, and Solveig Singleton, who have all discussed these problems in their work. Volokh, for example, wrote an incredibly important 2000 law review article entitled, “Freedom of Speech, Information Privacy, and the Troubling Implications of a Right to Stop People from Speaking About You.” As he pointed out in that piece:

The difficulty is that the right to information privacy — the right to control other people’s communication of personally identifiable information about you — is a right to have the government stop people from speaking about you. And the First Amendment (which is already our basic code of “fair information practices”) generally bars the government from “control[ling the communication] of information,” either by direct regulation or through the authorization of private lawsuits.

Without reference to some higher set of first principles or theory of rights / justice, I believe it is very difficult to sort through thorny problems like these. We need to know how and when one right trumps another. A theory of rights that focuses on avoiding direct, tangible harm to others — but largely leaves individuals otherwise free to do what they wish — would generally place speech rights above many privacy “rights” (some of which perhaps should not quality be rights at all). Of course, this more libertarian construction of rights remains quite controversial in our modern society, and there are other theories of rights and justice that would minimize the importance of speech rights relative to privacy.

Importantly, there also needs to be some recognition of the qualitative difference between government threats to privacy versus private threats. The harm that can come from government violations of privacy are generally far more troubling (surveillance, taxation, fines, imprisonment, etc) than potential private harms. I don’t think Solove’s framework appreciates that distinction.

Regardless of which approach one adopts — reasoning from first principles, or working from the “bottom up” (a la Solove) — there will always be fair degree of “balancing” undertaken by legislatures and the courts when crafting privacy policies. Indeed, in many ways, I see Solove’s more “pragmatic” approach often getting us to the same point we would find ourselves in if we took a more philosophical, first principles-based approach. It’s just that under his approach, he would often give the nod to privacy concerns over other rights whereas others (like me) would first look to enhance other values, especially free speech.

In sum, I believe that if one attempts to divorce the exercise of “understanding privacy” from any theory of rights, inevitably, you end right back in the same “conceptual jungle” you were in before. In that sense, I regret to say that Solove’s approach in Understanding Privacy ultimately fails. There’s just no escaping a fight over first principles.

But make no doubt about it, Daniel Solove’s book — and his approach to classifying and dealing with privacy problems — will have a profound impact on all future privacy debates. In that sense, it is a vital text; a must read for all who follow, or engage in, privacy debates.


P.S. Prof. Solove contributed an article to this month’s big Scientific American special issue on “The Future of Privacy.” Many articles in that issue worth reading.

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