Lincoln, Yvonna, and Egon Guba, "Postpositivism and the Naturalist Paradigm," pp. 14-46 in Yvonna Lincoln and Egon Guba, Naturalistic Inquiry . Beverly Hills, CA: Sage, 1985.*

Today’s smartphone operating systems frequently fail to provide users with visibility into how third-party applications collect and share their private data. We address these shortcomings with TaintDroid, an efficient, system-wide dynamic taint tracking and analysis system capable of simultaneously tracking multiple sources of sensitive data. TaintDroid enables realtime analysis by leveraging Android’s virtualized execution environment. TaintDroid incurs only 32p performance overhead on a CPU-bound microbenchmark and imposes negligible overhead on interactive third-party applications. Using TaintDroid to monitor the behavior of 30 popular third-party Android applications, in our 2010 study we found 20 applications potentially misused users’ private information; so did a similar fraction of the tested applications in our 2012 study. Monitoring the flow of privacy-sensitive data with TaintDroid provides valuable input for smartphone users and security service firms seeking to identify misbehaving applications.

/pdf/taintdroid-an-information-flow-tracking-system-for-realtime-5d8smsr0iy.pdf

TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones

Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI

National Institute of Standards and Technology における超伝導研究及び生活

Today's smartphone operating systems frequently fail to provide users with adequate control over and visibility into how third-party applications use their private data. We address these shortcomings with TaintDroid, an efficient, system-wide dynamic taint tracking and analysis system capable of simultaneously tracking multiple sources of sensitive data. TaintDroid provides realtime analysis by leveraging Android's virtualized execution environment. TaintDroid incurs only 14% performance overhead on a CPU-bound micro-benchmark and imposes negligible overhead on interactive third-party applications. Using TaintDroid to monitor the behavior of 30 popular third-party Android applications, we found 68 instances of potential misuse of users' private information across 20 applications. Monitoring sensitive data with TaintDroid provides informed use of third-party applications for phone users and valuable input for smartphone security service firms seeking to identify misbehaving applications.

/pdf/taintdroid-an-information-flow-tracking-system-for-realtime-3fnz9lwdso.pdf

TaintDroid: an information-flow tracking system for realtime privacy monitoring on smartphones

Implantable medical devices (IMDs) improve patients' quality of life and help sustain their lives. In this study, we explore patient views and values regarding their devices to inform the design of computer security for wireless IMDs. We interviewed 13 individuals with implanted cardiac devices. Key questions concerned the evaluation of 8 mockups of IMD security systems. Our results suggest that some systems that are technically viable are nonetheless undesirable to patients. Patients called out a number of values that affected their attitudes towards the systems, including perceived security, safety, freedom from unwanted cultural and historical associations, and self-image. In our analysis, we extend the Value Sensitive Design value dams and flows technique in order to suggest multiple, complementary systems; in our discussion, we highlight some of the usability, regulatory, and economic complexities that arise from offering multiple options. We conclude by offering design guidelines for future security systems for IMDs.

http://dmrussell.net/CHI2010/docs/p917.pdf

Patients, pacemakers, and implantable defibrillators: human values and security for wireless implantable medical devices

We tackle the problem of defending against ghost-and-leech (a.k.a. proxying, relay, or man-in-the-middle) attacks against RFID tags and other contactless cards. The approach we take -- which we dub secret handshakes -- is to incorporate gesture recognition techniques directly on the RFID tags or contactless cards. These cards will only engage in wireless communications when they internally detect these secret handshakes. We demonstrate the effectiveness of this approach by implementing our secret handshake recognition system on a passive WISP RFID tag with a built-in accelerometer. Our secret handshakes approach is backward compatible with existing deployments of RFID tag and contactless card readers.Our approach was also designed to minimize the changes to the existing usage model of certain classes of RFID and contactless cards, like access cards kept in billfold and purse wallets, allowing the execution of secret handshakes without removing the card from one's wallet. Our techniques could extend to improving the security and privacy properties of other uses of RFID tags, like contactless payment cards.

/pdf/rfids-and-secret-handshakes-defending-against-ghost-and-guohix986c.pdf

RFIDs and secret handshakes: defending against ghost-and-leech attacks and unauthorized reads with context-aware communications

We introduce CWC, a new block cipher mode of operation for protecting both the privacy and the authenticity of encapsulated data. CWC is the first such mode having all five of the following properties: provable security, parallelizability, high performance in hardware, high performance in software, and no intellectual property concerns. We believe that having all five of these properties makes CWC a powerful tool for use in many performance-critical cryptographic applications. CWC is also the first appropriate solution for some applications; e.g., standardization bodies like the IETF and NIST prefer patent-free modes, and CWC is the first such mode capable of processing data at 10Gbps in hardware, which will be important for future IPsec (and other) network devices. As part of our design, we also introduce a new parallelizable universal hash function optimized for performance in both hardware and software.

/pdf/cwc-a-high-performance-conventional-authenticated-encryption-3e9p0r2vf1.pdf

CWC: A High-Performance Conventional Authenticated Encryption Mode

Graphical password systems have received significant attention as one potential solution to the need for more usable authentication, but nearly all prior work makes the unrealistic assumption of studying a single password. This paper presents the first study of multiple graphical passwords to systematically examine frequency of access to a graphical password, interference resulting from interleaving access to multiple graphical passwords, and patterns of access while training multiple graphical passwords. We find that all of these factors significantly impact the ease of authenticating using multiple facial graphical passwords. For example, participants who accessed four different graphical passwords per week were ten times more likely to completely fail to authenticate than participants who accessed a single password once per week. Our results underscore the need for more realistic evaluations of the use of multiple graphical passwords, have a number of implications for the adoption of graphical password systems, and provide a new basis for comparing proposed graphical password systems.

/pdf/a-comprehensive-study-of-frequency-interference-and-training-e8kyeokc6g.pdf

A comprehensive study of frequency, interference, and training of multiple graphical passwords

While web pages sent over HTTP have no integrity guarantees, it is commonly assumed that such pages are not modified in transit. In this paper, we provide evidence of surprisingly widespread and diverse changes made to web pages between the server and client. Over 1% of web clients in our study received altered pages, and we show that these changes often have undesirable consequences for web publishers or end users. Such changes include popup blocking scripts inserted by client software, advertisements injected by ISPs, and even malicious code likely inserted by malware using ARP poisoning. Additionally, we find that changes introduced by client software can inadvertently cause harm, such as introducing cross-site scripting vulnerabilities into most pages a client visits. To help publishers understand and react appropriately to such changes, we introduce web tripwires--client-side JavaScript code that can detect most in-flight modifications to a web page. We discuss several web tripwire designs intended to provide basic integrity checks for web servers. We show that they are more flexible and less expensive than switching to HTTPS and do not require changes to current browsers.

/pdf/detecting-in-flight-page-changes-with-web-tripwires-4enc5eq47d.pdf

Tadayoshi Kohno

Papers

Patients, pacemakers, and implantable defibrillators: human values and security for wireless implantable medical devices

RFIDs and secret handshakes: defending against ghost-and-leech attacks and unauthorized reads with context-aware communications

CWC: A High-Performance Conventional Authenticated Encryption Mode

A comprehensive study of frequency, interference, and training of multiple graphical passwords

Detecting in-flight page changes with web tripwires