Entries Tagged "academic papers"

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Measuring Vulnerability Rediscovery

New paper: “Taking Stock: Estimating Vulnerability Rediscovery,” by Trey Herr, Bruce Schneier, and Christopher Morris:

Abstract: How often do multiple, independent, parties discover the same vulnerability? There are ample models of vulnerability discovery, but little academic work on this issue of rediscovery. The immature state of this research and subsequent debate is a problem for the policy community, where the government’s decision to disclose a given vulnerability hinges in part on that vulnerability’s likelihood of being discovered and used maliciously by another party. Research into the behavior of malicious software markets and the efficacy of bug bounty programs would similarly benefit from an accurate baseline estimate for how often vulnerabilities are discovered by multiple independent parties.

This paper presents a new dataset of more than 4,300 vulnerabilities, and estimates vulnerability rediscovery across different vendors and software types. It concludes that rediscovery happens more than twice as often as the 1-9% range previously reported. For our dataset, 15% to 20% of vulnerabilities are discovered independently at least twice within a year. For just Android, 13.9% of vulnerabilities are rediscovered within 60 days, rising to 20% within 90 days, and above 21% within 120 days. For the Chrome browser we found 12.57% rediscovery within 60 days; and the aggregate rate for our entire dataset generally rises over the eight-year span, topping out at 19.6% in 2016. We believe that the actual rate is even higher for certain types of software.

When combined with an estimate of the total count of vulnerabilities in use by the NSA, these rates suggest that rediscovery of vulnerabilities kept secret by the U.S. government may be the source of up to one-third of all zero-day vulnerabilities detected in use each year. These results indicate that the information security community needs to map the impact of rediscovery on the efficacy of bug bounty programs and policymakers should more rigorously evaluate the costs of non-disclosure of software vulnerabilities.

We wrote a blog post on the paper, and another when we issued a revised version.

Comments on the original paper by Dave Aitel. News articles.

Posted on July 31, 2017 at 5:59 AM • View Comments

Friday Squid Blogging: Giant Squids Have Small Brains

New research:

In this study, the optic lobe of a giant squid (Architeuthis dux, male, mantle length 89 cm), which was caught by local fishermen off the northeastern coast of Taiwan, was scanned using high-resolution magnetic resonance imaging in order to examine its internal structure. It was evident that the volume ratio of the optic lobe to the eye in the giant squid is much smaller than that in the oval squid (Sepioteuthis lessoniana) and the cuttlefish (Sepia pharaonis). Furthermore, the cell density in the cortex of the optic lobe is significantly higher in the giant squid than in oval squids and cuttlefish, with the relative thickness of the cortex being much larger in Architeuthis optic lobe than in cuttlefish. This indicates that the relative size of the medulla of the optic lobe in the giant squid is disproportionally smaller compared with these two cephalopod species.

From the New York Times:

A recent, lucky opportunity to study part of a giant squid brain up close in Taiwan suggests that, compared with cephalopods that live in shallow waters, giant squids have a small optic lobe relative to their eye size.

Furthermore, the region in their optic lobes that integrates visual information with motor tasks is reduced, implying that giant squids don’t rely on visually guided behavior like camouflage and body patterning to communicate with one another, as other cephalopods do.

As usual, you can also use this squid post to talk about the security stories in the news that I haven’t covered.

Read my blog posting guidelines here.

Posted on July 28, 2017 at 4:00 PM • View Comments

More on the NSA's Use of Traffic Shaping

“Traffic shaping”—the practice of tricking data to flow through a particular route on the Internet so it can be more easily surveiled—is an NSA technique that has gotten much less attention than it deserves. It’s a powerful technique that allows an eavesdropper to get access to communications channels it would otherwise not be able to monitor.

There’s a new paper on this technique:

This report describes a novel and more disturbing set of risks. As a technical matter, the NSA does not have to wait for domestic communications to naturally turn up abroad. In fact, the agency has technical methods that can be used to deliberately reroute Internet communications. The NSA uses the term “traffic shaping” to describe any technical means the deliberately reroutes Internet traffic to a location that is better suited, operationally, to surveillance. Since it is hard to intercept Yemen’s international communications from inside Yemen itself, the agency might try to “shape” the traffic so that it passes through communications cables located on friendlier territory. Think of it as diverting part of a river to a location from which it is easier (or more legal) to catch fish.

The NSA has clandestine means of diverting portions of the river of Internet traffic that travels on global communications cables.

Could the NSA use traffic shaping to redirect domestic Internet traffic—­emails and chat messages sent between Americans, say­—to foreign soil, where its surveillance can be conducted beyond the purview of Congress and the courts? It is impossible to categorically answer this question, due to the classified nature of many national-security surveillance programs, regulations and even of the legal decisions made by the surveillance courts. Nevertheless, this report explores a legal, technical, and operational landscape that suggests that traffic shaping could be exploited to sidestep legal restrictions imposed by Congress and the surveillance courts.

News article. NSA document detailing the technique with Yemen.

This work builds on previous research that I blogged about here.

The fundamental vulnerability is that routing information isn’t authenticated.

Posted on July 12, 2017 at 6:32 AM • View Comments

A Man-in-the-Middle Attack against a Password Reset System

This is nice work: “The Password Reset MitM Attack,” by Nethanel Gelerntor, Senia Kalma, Bar Magnezi, and Hen Porcilan:

Abstract: We present the password reset MitM (PRMitM) attack and show how it can be used to take over user accounts. The PRMitM attack exploits the similarity of the registration and password reset processes to launch a man in the middle (MitM) attack at the application level. The attacker initiates a password reset process with a website and forwards every challenge to the victim who either wishes to register in the attacking site or to access a particular resource on it.

The attack has several variants, including exploitation of a password reset process that relies on the victim’s mobile phone, using either SMS or phone call. We evaluated the PRMitM attacks on Google and Facebook users in several experiments, and found that their password reset process is vulnerable to the PRMitM attack. Other websites and some popular mobile applications are vulnerable as well.

Although solutions seem trivial in some cases, our experiments show that the straightforward solutions are not as effective as expected. We designed and evaluated two secure password reset processes and evaluated them on users of Google and Facebook. Our results indicate a significant improvement in the security. Since millions of accounts are currently vulnerable to the PRMitM attack, we also present a list of recommendations for implementing and auditing the password reset process.

Password resets have long been a weak security link.

BoingBoing post.

EDITED TO ADD (7/13): A couple of related papers.

Posted on July 3, 2017 at 6:01 AM • View Comments

Surveillance Intermediaries

Interesting law-journal article: “Surveillance Intermediaries,” by Alan Z. Rozenshtein.

Abstract:Apple’s 2016 fight against a court order commanding it to help the FBI unlock the iPhone of one of the San Bernardino terrorists exemplifies how central the question of regulating government surveillance has become in American politics and law. But scholarly attempts to answer this question have suffered from a serious omission: scholars have ignored how government surveillance is checked by “surveillance intermediaries,” the companies like Apple, Google, and Facebook that dominate digital communications and data storage, and on whose cooperation government surveillance relies. This Article fills this gap in the scholarly literature, providing the first comprehensive analysis of how surveillance intermediaries constrain the surveillance executive. In so doing, it enhances our conceptual understanding of, and thus our ability to improve, the institutional design of government surveillance.

Surveillance intermediaries have the financial and ideological incentives to resist government requests for user data. Their techniques of resistance are: proceduralism and litigiousness that reject voluntary cooperation in favor of minimal compliance and aggressive litigation; technological unilateralism that designs products and services to make surveillance harder; and policy mobilization that rallies legislative and public opinion to limit surveillance. Surveillance intermediaries also enhance the “surveillance separation of powers”; they make the surveillance executive more subject to inter-branch constraints from Congress and the courts, and to intra-branch constraints from foreign-relations and economics agencies as well as the surveillance executive’s own surveillance-limiting components.

The normative implications of this descriptive account are important and cross-cutting. Surveillance intermediaries can both improve and worsen the “surveillance frontier”: the set of tradeoffs ­ between public safety, privacy, and economic growth ­ from which we choose surveillance policy. And while intermediaries enhance surveillance self-government when they mobilize public opinion and strengthen the surveillance separation of powers, they undermine it when their unilateral technological changes prevent the government from exercising its lawful surveillance authorities.

Posted on June 7, 2017 at 6:19 AM • View Comments

Spear Phishing Attacks

Really interesting research: “Unpacking Spear Phishing Susceptibility,” by Zinaida Benenson, Freya Gassmann, and Robert Landwirth.

Abstract: We report the results of a field experiment where we sent to over 1200 university students an email or a Facebook message with a link to (non-existing) party pictures from a non-existing person, and later asked them about the reasons for their link clicking behavior. We registered a significant difference in clicking rates: 20% of email versus 42.5% of Facebook recipients clicked. The most frequently reported reason for clicking was curiosity (34%), followed by the explanations that the message fit recipient’s expectations (27%). Moreover, 16% thought that they might know the sender. These results show that people’s decisional heuristics are relatively easy to misuse in a targeted attack, making defense especially challenging.

Black Hat presentation on the research.

Posted on June 6, 2017 at 6:11 AM • View Comments

Post-Quantum RSA

Interesting research on a version of RSA that is secure against a quantum computer:

Post-quantum RSA

Daniel J. Bernstein, Nadia Heninger, Paul Lou, and Luke Valenta

Abstract: This paper proposes RSA parameters for which (1) key generation, encryption, decryption, signing, and verification are feasible on today’s computers while (2) all known attacks are infeasible, even assuming highly scalable quantum computers. As part of the performance analysis, this paper introduces a new algorithm to generate a batch of primes. As part of the attack analysis, this paper introduces a new quantum factorization algorithm that is often much faster than Shor’s algorithm and much faster than pre-quantum factorization algorithms. Initial pqRSA implementation results are provided.

Posted on May 31, 2017 at 6:31 AM • View Comments

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Sidebar photo of Bruce Schneier by Joe MacInnis.