IEEE Technology and Society Magazine - September 2015 - 51

University of Washington, Seattle, WA. Howard J. Chizeck
is with the Department of Engineering and the Department of Bioengineering at the University of Washington.
Email: {tbonaci, jeffherr, cmatlack, chizeck}@uw.edu.

Acknowledgment
This article is based upon and extends the work reported in the June issue of the IEEE Technology and Society Magazine, "App stores for the brain: Privacy and
security in brain-computer interfaces," by T. Bonaci, R.
Calo, and H.J. Chizeck.
This work is supported by the NSF Engineering Research
Center for Sensorimotor Neural Engineering (Award Number EEC-1028725) and by the University of Washington
Tech Policy Lab. The content is solely the responsibility of
the authors and does not necessarily represent the official
views of the National Science Foundation.

References

[1] A. Efrati et al., "Mobile-app makers face U.S. privacy investigation," Wall
Street J., Apr. 5, 2011; http://www.wsj.com/articles/SB10001424052748703
806304576242923804770968, accessed: May 15, 2015.
[2] IEEE Standards Association https://standards.ieee.org/, accessed
May 15, 2015.
[3] Electronic Frontier Foundation, https://www.eff.org/, accessed
May 15, 2015.
[4] Deus Ex, https://www.deusex.com/, accessed May 15, 2015.
[5] Emotiv Systems, https://emotiv.com/epoc.php, May 15, 2015.
accessed May 15, 2015.
[6] NeuroFocus, http://www.neurosciencemarketing.com/blog/companies/neurofocus, accessed May 15, 2015.
[7] NeuroGaming 2015 Conference and Expo, http://www.neurogamingconf.com/, accessed May 15, 2015.
[8] NeuroSky, http://neurosky.com/, accessed May 15, 2015.
[9] A. Rodriguez, "Your Android phone is tracking you," PC World,
Apr. 23, 2011; http://www.techhive.com/article/226083/your_
android_phone_is_tracking_you.html.
[10] S. Rojahn, "Samsung demos a tablet controlled by your brain,"
Technology Rev., Apr. 19, 2013; http://www.technologyreview.com/
news/513861/samsung-demos-a-tablet-controlled-by-your-brain/.
[11] Ghost in the Shell: Stand Alone Complex. Anime TV Series, Episode
14, Season 2.
[12] Star Trek: The Next Generation. American Science Fiction TV Series,
Episode 16, Season 2.
[13] R. B. Baldwin, "Kinetic art: On the use of subliminal stimulation
of visual perception, Leonardo, pp. 1-5, 1974.
[14] T. Bonaci, R. Calo, and H.J. Chizeck, "App stores for the brain:
Privacy and security in brain-computer interfaces," in Proc. 2014 IEEE
Int. Symp. Ethics in Engineering, Science,and Technology, 2014.
[15] T. Bonaci, R. Calo, and H.J. Chizeck, "App stores for the brain:
Privacy and security in brain-computer interfaces," IEEE Technol. &
Society Mag., vol. 34, no. 2, 2015.
[16] T.W. Bynum, "Ethical challenges to citizens of the automatic age:
Norbert Wiener on the information society, J. Information, Communication and Ethics in Society, vol. 2, no. 2, pp. 65-74, 2004.
[17] Y.-T. Chiu, "Mind reading to predict the success of online
games," IEEE Spectrum, Feb. 2013.
[18] H.J. Chizeck and T. Bonaci, "Brain-Computer Interfaces Anonymizer," U.S. Patent Application, PCT/US13/67528, Feb. 2014.
[19] J. Contreras-Vidal, "Ethical considerations behind brain-computer interface research," The O&P Edge, Dec. 2012.
[20] T. Denning, A. Borning, B. Friedman, B. T. Gill, T. Kohno, and
W. H. Maisel, "Patients, Pacemakers, and Implantable Defibrillators: Human values and security for wireless implantable medical
devices," in Proc. SIGCHI Conf. on Human Factors in Computing
Systems. ACM: 2010, pp. 917-926.

september 2015

∕

[21] T. Denning, Y. Matsuoka, and T. Kohno, "Neurosecurity: Security
and privacy for neural devices, Neurosurgical Focus, vol. 27, no. 1,
pp. 1-4, 2009.
[22] N. Farahany, "Incriminating thoughts," Stanford Law Rev., vol.
64, pp. 11-17, 2011.
[23] M. Frank, T. Hwu, S. Jain, R. Knight, I. Martinovic, P. Mittal, D.
Perito, and D. Song, "Subliminal probing for private information via
EEG-based BCI devices, arXiv preprint arXiv:1312.6052, 2013.
[24] B. Friedman, P. H. Kahn Jr, and A. Borning, "Value sensitive design
and information systems," in Human-Computer Interaction in Management Information Systems: Foundations. Univ. of Washington,
Seattle, WA, 2006; http://faculty.washington.edu/pkahn/articles/
c04_LR_2008-04-01-3.pdf
[25] William Gibson. Neuromancer. Ace Books, 1984.
[26] J. Illes, M. P. Kirschen, and J. D. E. Gabrieli, "From neuroimaging
to neuroethics," Nature Neuroscience, vol. 6, no. 3,, p. 205, 2003.
[27] J. Illes and E. Racine, "Imaging or imagining? A neuroethics challenge
informed by genetics," Amer. J. Bioethics, vol. 5, no. 2, vol. 5-18, 2005.
[28] A.R. Jonsen, The Birth of Bioethics. U.S.A.: Oxford Univ. Press, 2003.
[29] S. Koyama, S. M. Chase, A. S. Whitford, M. Velliste, A. B.
Schwartz, and R. E. Kass, "Comparison of brain-computer interface
decoding algorithms in open-loop and closed-loop control," J. Computational Neuroscience, vol. 29, no. 1-2, pp. 73-87, 2010.
[30] B. Luber, C. Fisher, P. S. Appelbaum, M. Ploesser, and S. H.
Lisanby, "Non-invasive brain stimulation in the detection of deception: Scientific challenges and ethical consequences," Behavioral
Sciences & the Law, vol. 27, no. 2, pp. 191-208, 2009.
[31] S.J. Luck. An Introduction to the Event-Related Potential
Technique. Cambridge, MA: M.I.T. Press, 2014.
[32] P.H. Kahn Jr, H. Ishiguro, B. Friedman, T. Kanda, N. G. Freier, R.
L. Severson, and J. Miller, "What is a human?: Toward psychological
benchmarks in the field of human-robot interaction, Interaction
Studies, vol. 8, no. 3, pp. 363-390, 2007.
[33] WH. Maisel and T. Kohno. "Improving the security and privacy of
implantable medical devices, New England J. Medicine, vol.362, p.
13, 2010.
[34] I. Martinovic, D. Davies, M. Frank, D. Perito, T. Ros, and D. Song,
"On the feasibility of side-channel attacks with brain-computer interfaces," in Proc. 21st USENIX Security Symp, 2012, pp. 143-158.
[35] J.K. Miller, B. Friedman, G. Jancke, and B. Gill, "Value tensions
in design: the value sensitive design, development, and appropriation of a corporation's groupware system, in Proc. 2007 Int. ACM
Conf. on Supporting Group Work. ACM, 2007, pp.281-290.
[36] N. Paul and T. Kohno, "Security risks, low-tech user interfaces,
and implantable medical devices: A case study with insulin pump
infusion systems," in Proc. 3rd USENIX Conf. on Health Security
and Privacy. USENIX Association, 2012.
[37] M. Shirow, F. Schoot, and T. Orzechowski, Ghost in the Shell.
Dark Horse Comics, 2003.
[38] C. Stross, "Elector," in Asimov's Science Fiction. Bantam, 2004.
[39] The Committee on Science and Law, "Are your thoughts your Own?:
'Neuroprivacy' and the legal implications of brain imaging." New
York, NY: National Bar Association, 2005.
[40] V. Vinge, The Peace War. Tor, 2003.
[41] N. Wiener. Cybernetics or Control and Communication in the
Animal and the Machine. New York, NY: Wiley, 1948.
[42] N. Wiener. Cybernetics of the Nervous System, vol. 17. Elsevier, 1965.
[43] N. Wiener. The Human Use of Human Beings: Cybernetics
and Society. Da Capo, 1988.
[44] J.R. Wolpaw, N. Birbaumer, W. J. Heetderks, D. J. McFarland, P.
H. Peckham, G. Schalk, E. Donchin, L. A. Quatrano, C. J. Robinson,
and T. M. Vaughan, "Brain-computer interface technology: A review
of the First International Meeting," IEEE Trans. Rehabilitation
Engineering, vol. 8, no. 2, pp. 164-173, 2000.
[45] J.R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T.
M. Vaughan, "Brain-computer interfaces for communication and control," Clinical Neurophysiology, vol. 113, no. 6, pp. 767-791, 2002.
[46] J.R. Wolpaw and E.W. Wolpaw, Brain-Computer Interfaces: Principles and Practice. U.S.A.: OUP, 2012.

IEEE TEchnology and SocIETy MagazInE

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http://faculty.washington.edu/pkahn/articles/ http://www.wsj.com/articles/SB10001424052748703 https://standards.ieee.org/ https://www.eff.org/ https://www.deusex.com/ https://www.emotiv.com/epoc.php http://www.neurosciencemarketing.com/blog/com http://www.neurogaming http://www.conf.com/ http://www.neurosky.com/ http://www.techhive.com/article/226083/your_ http://www.technologyreview.com/
Table of Contents for the Digital Edition of IEEE Technology and Society Magazine - September 2015
