Entries Tagged "academic papers"

Page 49 of 88

The Advertising Value of Intrusive Tracking

Here’s an interesting research paper that tries to calculate the differential value of privacy-invasive advertising practices.

The researchers used data from a mobile ad network and was able to see how different personalized advertising practices affected customer purchasing behavior. The details are interesting, but basically, most personal information had little value. Overall, the ability to target advertising produces a 29% greater return on an advertising budget, mostly by knowing the right time to show someone a particular ad.

The paper was presented at WEIS 2015.

Posted on August 24, 2015 at 5:50 AM • View Comments

Detecting Betrayal in Diplomacy Games

Interesting research detecting betrayal in the game of Diplomacy by analyzing interplayer messages.

One harbinger was a shift in politeness. Players who were excessively polite in general were more likely to betray, and people who were suddenly more polite were more likely to become victims of betrayal, study coauthor and Cornell graduate student Vlad Niculae reported July 29 at the Annual Meeting of the Association for Computational Linguistics in Beijing. Consider this exchange from one round:

    Germany: Can I suggest you move your armies east and then I will support you? Then next year you move [there] and dismantle Turkey. I will deal with England and France, you take out Italy.

    Austria: Sounds like a perfect plan! Happy to follow through. And­—thank you Bruder!

Austria’s next move was invading German territory. Bam! Betrayal.

An increase planning-related language by the soon-to-be victim also indicated impending betrayal, a signal that emerges a few rounds before the treachery ensues. And correspondence of soon-to-be betrayers had an uptick in positive sentiment in the lead-up to their breach.

Working from these linguistic cues, a computer program could peg future betrayal 57 percent of the time. That might not sound like much, but it was better than the accuracy of the human players, who never saw it coming. And remember that by definition, a betrayer conceals the intention to betray; the breach is unexpected (that whole trust thing). Given that inherent deceit, 57 percent isn’t so bad.

Back when I was in high school, I briefly published a postal Diplomacy zine.

Academic paper.

Posted on August 10, 2015 at 3:32 PM • View Comments

Face Recognition by Thermal Imaging

New research can identify a person by reading their thermal signature in complete darkness and then matching it with ordinary photographs.

Research paper:

Abstract: Cross modal face matching between the thermal and visible spectrum is a much desired capability for night-time surveillance and security applications. Due to a very large modality gap, thermal-to-visible face recognition is one of the most challenging face matching problem. In this paper, we present an approach to bridge this modality gap by a significant margin. Our approach captures the highly non-linear relationship be- tween the two modalities by using a deep neural network. Our model attempts to learn a non-linear mapping from visible to thermal spectrum while preserving the identity in- formation. We show substantive performance improvement on a difficult thermal-visible face dataset. The presented approach improves the state-of-the-art by more than 10% in terms of Rank-1 identification and bridge the drop in performance due to the modality gap by more than 40%.

Posted on August 5, 2015 at 6:02 AM • View Comments

Shooting Down Drones

A Kentucky man shot down a drone that was hovering in his backyard:

“It was just right there,” he told Ars. “It was hovering, I would never have shot it if it was flying. When he came down with a video camera right over my back deck, that’s not going to work. I know they’re neat little vehicles, but one of those uses shouldn’t be flying into people’s yards and videotaping.”

Minutes later, a car full of four men that he didn’t recognize rolled up, “looking for a fight.”

“Are you the son of a bitch that shot my drone?” one said, according to Merideth.

His terse reply to the men, while wearing a 10mm Glock holstered on his hip: “If you cross that sidewalk onto my property, there’s going to be another shooting.”

He was arrested, but what’s the law?

In the view of drone lawyer Brendan Schulman and robotics law professor Ryan Calo, home owners can’t just start shooting when they see a drone over their house. The reason is because the law frowns on self-help when a person can just call the police instead. This means that Meredith may not have been defending his house, but instead engaging in criminal acts and property damage for which he could have to pay.

But a different and bolder argument, put forward by law professor Michael Froomkin, could provide Meredith some cover. In a paper, Froomkin argues that it’s reasonable to assume robotic intrusions are not harmless, and that people may have a right to “employ violent self-help.”

Froomkin’s paper is well worth reading:

Abstract: Robots can pose—or can appear to pose—a threat to life, property, and privacy. May a landowner legally shoot down a trespassing drone? Can she hold a trespassing autonomous car as security against damage done or further torts? Is the fear that a drone may be operated by a paparazzo or a peeping Tom sufficient grounds to disable or interfere with it? How hard may you shove if the office robot rolls over your foot? This paper addresses all those issues and one more: what rules and standards we could put into place to make the resolution of those questions easier and fairer to all concerned.

The default common-law legal rules governing each of these perceived threats are somewhat different, although reasonableness always plays an important role in defining legal rights and options. In certain cases—drone overflights, autonomous cars, national, state, and even local regulation—may trump the common law. Because it is in most cases obvious that humans can use force to protect themselves against actual physical attack, the paper concentrates on the more interesting cases of (1) robot (and especially drone) trespass and (2) responses to perceived threats other than physical attack by robots notably the risk that the robot (or drone) may be spying – perceptions which may not always be justified, but which sometimes may nonetheless be considered reasonable in law.

We argue that the scope of permissible self-help in defending one’s privacy should be quite broad. There is exigency in that resort to legally administered remedies would be impracticable; and worse, the harm caused by a drone that escapes with intrusive recordings can be substantial and hard to remedy after the fact. Further, it is common for new technology to be seen as risky and dangerous, and until proven otherwise drones are no exception. At least initially, violent self-help will seem, and often may be, reasonable even when the privacy threat is not great—or even extant. We therefore suggest measures to reduce uncertainties about robots, ranging from forbidding weaponized robots to requiring lights, and other markings that would announce a robot’s capabilities, and RFID chips and serial numbers that would uniquely identify the robot’s owner.

The paper concludes with a brief examination of what if anything our survey of a person’s right to defend against robots might tell us about the current state of robot rights against people.

Note that there are drones that shoot back.

Here are two books that talk about these topics. And an article from 2012.

EDITED TO ADD (8/9): How to shoot down a drone.

Posted on August 4, 2015 at 8:24 AM • View Comments

New RC4 Attack

New research: “All Your Biases Belong To Us: Breaking RC4 in WPA-TKIP and TLS,” by Mathy Vanhoef and Frank Piessens:

Abstract: We present new biases in RC4, break the Wi-Fi Protected Access Temporal Key Integrity Protocol (WPA-TKIP), and design a practical plaintext recovery attack against the Transport Layer Security (TLS) protocol. To empirically find new biases in the RC4 keystream we use statistical hypothesis tests. This reveals many new biases in the initial keystream bytes, as well as several new long-term biases. Our fixed-plaintext recovery algorithms are capable of using multiple types of biases, and return a list of plaintext candidates in decreasing likelihood.

To break WPA-TKIP we introduce a method to generate a large number of identical packets. This packet is decrypted by generating its plaintext candidate list, and using redundant packet structure to prune bad candidates. From the decrypted packet we derive the TKIP MIC key, which can be used to inject and decrypt packets. In practice the attack can be executed within an hour. We also attack TLS as used by HTTPS, where we show how to decrypt a secure cookie with a success rate of 94% using 9*227 ciphertexts. This is done by injecting known data around the cookie, abusing this using Mantin’s ABSAB bias, and brute-forcing the cookie by traversing the plaintext candidates. Using our traffic generation technique, we are able to execute the attack in merely 75 hours.

News articles.

We need to deprecate the algorithm already.

Posted on July 28, 2015 at 12:09 PM • View Comments

Evidence Shows Data Breaches Not Increasing

This is both interesting and counterintuitive:

Our results suggest that publicly reported data breaches in the U.S. have not increased significantly over the past ten years, either in frequency or in size. Because the distribution of breach sizes is heavy-tailed, large (rare) events occur more frequently than intuition would suggest. This helps to explain why many reports show massive year-to-year increases in both the aggregate number of records exposed and the number of breaches. All of these reports lump data into yearly bins, and this amount of aggregation can often influence the apparent trends (Figure 1).

The idea that breaches are not necessarily worsening may seem counter-intuitive. The Red Queen hypothesis in biology provides a possible explanation. It states that organisms not only compete within their own species to gain reproductive advantage, but they must also compete with other species, leading to an evolutionary arms race. In our case, as security practices have improved, attacks have become more sophisticated, possibly resulting in stasis for both attackers or defenders. This hypothesis is consistent with observed patterns in the dataset. Indeed, for breaches over 500,000 records there was no increase in size or frequency of malicious data breaches, suggesting that for large breaches such an arms race could be occurring. Many large breaches have occurred over the past decade, but the largest was disclosed as far back as 2009, and the second largest was even earlier, in 2007. Future work could analyze these breaches in depth to determine whether more recent breaches have required more sophisticated attacks.

The research was presented at WEIS this week. According to their research, data breach frequency has a negative binomial distribution, and breach size has a log-normally distribution.

Posted on July 1, 2015 at 10:03 AM • View Comments

Tracking the Psychological Effects of the 9/11 Attacks

Interesting research from 2012: “The Dynamics of Evolving Beliefs, Concerns, Emotions, and Behavioral Avoidance Following 9/11: A Longitudinal Analysis of Representative Archival Samples“:

Abstract: September 11 created a natural experiment that enables us to track the psychological effects of a large-scale terror event over time. The archival data came from 8,070 participants of 10 ABC and CBS News polls collected from September 2001 until September 2006. Six questions investigated emotional, behavioral, and cognitive responses to the events of September 11 over a five-year period. We found that heightened responses after September 11 dissipated and reached a plateau at various points in time over a five-year period. We also found that emotional, cognitive, and behavioral reactions were moderated by age, sex, political affiliation, and proximity to the attack. Both emotional and behavioral responses returned to a normal state after one year, whereas cognitively-based perceptions of risk were still diminishing as late as September 2006. These results provide insight into how individuals will perceive and respond to future similar attacks.

Posted on June 30, 2015 at 6:27 AM • View Comments

TEMPEST Attack

There’s a new paper on a low-cost TEMPEST attack against PC cryptography:

We demonstrate the extraction of secret decryption keys from laptop computers, by nonintrusively measuring electromagnetic emanations for a few seconds from a distance of 50 cm. The attack can be executed using cheap and readily-available equipment: a consumer-grade radio receiver or a Software Defined Radio USB dongle. The setup is compact and can operate untethered; it can be easily concealed, e.g., inside pita bread. Common laptops, and popular implementations of RSA and ElGamal encryptions, are vulnerable to this attack, including those that implement the decryption using modern exponentiation algorithms such as sliding-window, or even its side-channel resistant variant, fixed-window (m-ary) exponentiation.

We successfully extracted keys from laptops of various models running GnuPG (popular open source encryption software, implementing the OpenPGP standard), within a few seconds. The attack sends a few carefully-crafted ciphertexts, and when these are decrypted by the target computer, they trigger the occurrence of specially-structured values inside the decryption software. These special values cause observable fluctuations in the electromagnetic field surrounding the laptop, in a way that depends on the pattern of key bits (specifically, the key-bits window in the exponentiation routine). The secret key can be deduced from these fluctuations, through signal processing and cryptanalysis.

From Wired:

Researchers at Tel Aviv University and Israel’s Technion research institute have developed a new palm-sized device that can wirelessly steal data from a nearby laptop based on the radio waves leaked by its processor’s power use. Their spy bug, built for less than $300, is designed to allow anyone to “listen” to the accidental radio emanations of a computer’s electronics from 19 inches away and derive the user’s secret decryption keys, enabling the attacker to read their encrypted communications. And that device, described in a paper they’re presenting at the Workshop on Cryptographic Hardware and Embedded Systems in September, is both cheaper and more compact than similar attacks from the past—so small, in fact, that the Israeli researchers demonstrated it can fit inside a piece of pita bread.

Another article. NSA article from 1972 on TEMPEST. Hacker News thread. Reddit thread.

Posted on June 29, 2015 at 1:38 PM • View Comments

Research on The Trade-off Between Free Services and Personal Data

New report: “The Tradeoff Fallacy: How marketers are misrepresenting American consumers and opening them up to exploitation.”

New Annenberg survey results indicate that marketers are misrepresenting a large majority of Americans by claiming that Americas give out information about themselves as a tradeoff for benefits they receive. To the contrary, the survey reveals most Americans do not believe that ‘data for discounts’ is a square deal.

The findings also suggest, in contrast to other academics’ claims, that Americans’ willingness to provide personal information to marketers cannot be explained by the public’s poor knowledge of the ins and outs of digital commerce. In fact, people who know more about ways marketers can use their personal information are more likely rather than less likely to accept discounts in exchange for data when presented with a real-life scenario.

Our findings, instead, support a new explanation: a majority of Americans are resigned to giving up their data­—and that is why many appear to be engaging in tradeoffs. Resignation occurs when a person believes an undesirable outcome is inevitable and feels powerless to stop it. Rather than feeling able to make choices, Americans believe it is futile to manage what companies can learn about them. Our study reveals that more than half do not want to lose control over their information but also believe this loss of control has already happened.

By misrepresenting the American people and championing the tradeoff argument, marketers give policymakers false justifications for allowing the collection and use of all kinds of consumer data often in ways that the public find objectionable. Moreover, the futility we found, combined with a broad public fear about what companies can do with the data, portends serious difficulties not just for individuals but also—over time—for the institution of consumer commerce.

Some news articles.

Posted on June 17, 2015 at 6:44 AM • View Comments

The Effects of Near Misses on Risk Decision-Making

This is interesting research: “How Near-Miss Events Amplify or Attenuate Risky Decision Making,” Catherine H. Tinsley, Robin L. Dillon, and Matthew A. Cronin.

In the aftermath of many natural and man-made disasters, people often wonder why those affected were underprepared, especially when the disaster was the result of known or regularly occurring hazards (e.g., hurricanes). We study one contributing factor: prior near-miss experiences. Near misses are events that have some nontrivial expectation of ending in disaster but, by chance, do not. We demonstrate that when near misses are interpreted as disasters that did not occur, people illegitimately underestimate the danger of subsequent hazardous situations and make riskier decisions (e.g., choosing not to engage in mitigation activities for the potential hazard). On the other hand, if near misses can be recognized and interpreted as disasters that almost happened, this will counter the basic “near-miss” effect and encourage more mitigation. We illustrate the robustness of this pattern across populations with varying levels of real expertise with hazards and different hazard contexts (household evacuation for a hurricane, Caribbean cruises during hurricane season, and deep-water oil drilling). We conclude with ideas to help people manage and communicate about risk.

Another paper.

Posted on June 9, 2015 at 8:15 AM • View Comments

1 … 47 48 49 50 51 … 88

Sidebar photo of Bruce Schneier by Joe MacInnis.