Entries Tagged "anonymity"

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Tracking the Owner of Kickass Torrents

Here’s the story of how it was done. First, a fake ad on torrent listings linked the site to a Latvian bank account, an e-mail address, and a Facebook page.

Using basic website-tracking services, Der-Yeghiayan was able to uncover (via a reverse DNS search) the hosts of seven apparent KAT website domains: kickasstorrents.com, kat.cr, kickass.to, kat.ph, kastatic.com, thekat.tv and kickass.cr. This dug up two Chicago IP addresses, which were used as KAT name servers for more than four years. Agents were then able to legally gain a copy of the server’s access logs (explaining why it was federal authorities in Chicago that eventually charged Vaulin with his alleged crimes).

Using similar tools, Homeland Security investigators also performed something called a WHOIS lookup on a domain that redirected people to the main KAT site. A WHOIS search can provide the name, address, email and phone number of a website registrant. In the case of kickasstorrents.biz, that was Artem Vaulin from Kharkiv, Ukraine.

Der-Yeghiayan was able to link the email address found in the WHOIS lookup to an Apple email address that Vaulin purportedly used to operate KAT. It’s this Apple account that appears to tie all of pieces of Vaulin’s alleged involvement together.

On July 31st 2015, records provided by Apple show that the me.com account was used to purchase something on iTunes. The logs show that the same IP address was used on the same day to access the KAT Facebook page. After KAT began accepting Bitcoin donations in 2012, $72,767 was moved into a Coinbase account in Vaulin’s name. That Bitcoin wallet was registered with the same me.com email address.

Another article.

Posted on July 26, 2016 at 6:42 AMView Comments

Anonymization and the Law

Interesting paper: “Anonymization and Risk,” by Ira S. Rubinstein and Woodrow Hartzog:

Abstract: Perfect anonymization of data sets has failed. But the process of protecting data subjects in shared information remains integral to privacy practice and policy. While the deidentification debate has been vigorous and productive, there is no clear direction for policy. As a result, the law has been slow to adapt a holistic approach to protecting data subjects when data sets are released to others. Currently, the law is focused on whether an individual can be identified within a given set. We argue that the better locus of data release policy is on the process of minimizing the risk of reidentification and sensitive attribute disclosure. Process-based data release policy, which resembles the law of data security, will help us move past the limitations of focusing on whether data sets have been “anonymized.” It draws upon different tactics to protect the privacy of data subjects, including accurate deidentification rhetoric, contracts prohibiting reidentification and sensitive attribute disclosure, data enclaves, and query-based strategies to match required protections with the level of risk. By focusing on process, data release policy can better balance privacy and utility where nearly all data exchanges carry some risk.

Posted on July 11, 2016 at 6:31 AMView Comments

Apple's Differential Privacy

At the Apple Worldwide Developers Conference earlier this week, Apple talked about something called “differential privacy.” We know very little about the details, but it seems to be an anonymization technique designed to collect user data without revealing personal information.

What we know about anonymization is that it’s much harder than people think, and it’s likely that this technique will be full of privacy vulnerabilities. (See, for example, the excellent work of Latanya Sweeney.) As expected, security experts are skeptical. Here’s Matt Green trying to figure it out.

So while I applaud Apple for trying to improve privacy within its business models, I would like some more transparency and some more public scrutiny.

EDITED TO ADD (6/17): Adam Shostack comments. And more commentary from Tom’s Guide.

EDITED TO ADD (6/17): Here’s a slide deck on privacy from the WWDC.

Posted on June 16, 2016 at 9:30 PMView Comments

Tracking Anonymous Web Users

This research shows how to track e-commerce users better across multiple sessions, even when they do not provide unique identifiers such as user IDs or cookies.

Abstract: Targeting individual consumers has become a hallmark of direct and digital marketing, particularly as it has become easier to identify customers as they interact repeatedly with a company. However, across a wide variety of contexts and tracking technologies, companies find that customers can not be consistently identified which leads to a substantial fraction of anonymous visits in any CRM database. We develop a Bayesian imputation approach that allows us to probabilistically assign anonymous sessions to users, while ac- counting for a customer’s demographic information, frequency of interaction with the firm, and activities the customer engages in. Our approach simultaneously estimates a hierarchical model of customer behavior while probabilistically imputing which customers made the anonymous visits. We present both synthetic and real data studies that demonstrate our approach makes more accurate inference about individual customers’ preferences and responsiveness to marketing, relative to common approaches to anonymous visits: nearest- neighbor matching or ignoring the anonymous visits. We show how companies who use the proposed method will be better able to target individual customers, as well as infer how many of the anonymous visits are made by new customers.

Posted on February 5, 2016 at 6:56 AMView Comments

De-Anonymizing Users from their Coding Styles

Interesting blog post:

We are able to de-anonymize executable binaries of 20 programmers with 96% correct classification accuracy. In the de-anonymization process, the machine learning classifier trains on 8 executable binaries for each programmer to generate numeric representations of their coding styles. Such a high accuracy with this small amount of training data has not been reached in previous attempts. After scaling up the approach by increasing the dataset size, we de-anonymize 600 programmers with 52% accuracy. There has been no previous attempt to de-anonymize such a large binary dataset. The abovementioned executable binaries are compiled without any compiler optimizations, which are options to make binaries smaller and faster while transforming the source code more than plain compilation. As a result, compiler optimizations further normalize authorial style. For the first time in programmer de-anonymization, we show that we can still identify programmers of optimized executable binaries. While we can de-anonymize 100 programmers from unoptimized executable binaries with 78% accuracy, we can de-anonymize them from optimized executable binaries with 64% accuracy. We also show that stripping and removing symbol information from the executable binaries reduces the accuracy to 66%, which is a surprisingly small drop. This suggests that coding style survives complicated transformations.

Here’s the paper.

And here’s their previous paper, de-anonymizing programmers from their source code.

Posted on January 4, 2016 at 7:41 AMView Comments

Did Carnegie Mellon Attack Tor for the FBI?

There’s pretty strong evidence that the team of researchers from Carnegie Mellon University who cancelled their scheduled 2015 Black Hat talk deanonymized Tor users for the FBI.

Details are in this Vice story and this Wired story (and these two follow-on Vice stories). And here’s the reaction from the Tor Project.

Nicholas Weaver guessed this back in January.

The behavior of the researchers is reprehensible, but the real issue is that CERT Coordination Center (CERT/CC) has lost its credibility as an honest broker. The researchers discovered this vulnerability and submitted it to CERT. Neither the researchers nor CERT disclosed this vulnerability to the Tor Project. Instead, the researchers apparently used this vulnerability to deanonymize a large number of hidden service visitors and provide the information to the FBI.

Does anyone still trust CERT to behave in the Internet’s best interests?

EDITED TO ADD (12/14): I was wrong. CERT did disclose to Tor.

Posted on November 16, 2015 at 6:19 AMView Comments

Anonymous Browsing at the Library

A rural New Hampshire library decided to install Tor on their computers and allow anonymous Internet browsing. The Department of Homeland pressured them to stop:

A special agent in a Boston DHS office forwarded the article to the New Hampshire police, who forwarded it to a sergeant at the Lebanon Police Department.

DHS spokesman Shawn Neudauer said the agent was simply providing “visibility/situational awareness,” and did not have any direct contact with the Lebanon police or library. “The use of a Tor browser is not, in [or] of itself, illegal and there are legitimate purposes for its use,” Neudauer said, “However, the protections that Tor offers can be attractive to criminal enterprises or actors and HSI [Homeland Security Investigations] will continue to pursue those individuals who seek to use the anonymizing technology to further their illicit activity.”

When the DHS inquiry was brought to his attention, Lt. Matthew Isham of the Lebanon Police Department was concerned. “For all the good that a Tor may allow as far as speech, there is also the criminal side that would take advantage of that as well,” Isham said. “We felt we needed to make the city aware of it.”

The good news is that the library is resisting the pressure and keeping Tor running.

This is an important issue for reasons that go beyond the New Hampshire library. The goal of the Library Freedom Project is to set up Tor exit nodes at libraries. Exit nodes help every Tor user in the world; the more of them there are, the harder it is to subvert the system. The Kilton Public Library isn’t just allowing its patrons to browse the Internet anonymously; it is helping dissidents around the world stay alive.

Librarians have been protecting our privacy for decades, and I’m happy to see that tradition continue.

EDITED TO ADD (10/13): As a result of the story, more libraries are planning to run Tor nodes.

Posted on September 16, 2015 at 1:40 PMView Comments

Sidebar photo of Bruce Schneier by Joe MacInnis.