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State of XR Privacy:
Conceptual Frames
@KentBye
@KentBye
Anumanchipalli, G.K., Chartier, J. & Chang, E.F. Speech synthesis from neural decoding of spoken
sentences. Nature 568, 493–498 (2019). https://doi.org/10.1038/s41586-019-1119-1
F8 2017: AI, Building 8 and More Technology Updates From Day Two. Facebook. (2017, April 19).
https://about.fb.com/news/2017/04/f8-2017-day-2/.
I want to hack my own consciousness
I don’t want others hacking my consciousness
Human
Rights
Principles
Governments
& Laws
XR Companies
XR Hardware
Ethical
Design
Principles
XR
Experiences
Users
How do we preserve the Right
to Mental Privacy in XR?
Biometrically-inferred psychographic data from
XR is not covered by existing privacy laws.
Some biometric user data will be contextually-
relevant & required for some XR apps to
function, which users should be able to consent
to sharing within the context of those apps.
Companies require users to consent to their
Terms of Service & Privacy Policies, which do
not prevent them them from recording &
monetizing user data, extrapolating biometric
psychographic information, or using it for
contextually-aware AI, but they have limited
what third party developers can do with that
same data.
Human Rights
Principles
International Organizations
International Laws &
Human Rights Laws
UN Guiding
Principles on
Business &
Human Rights
Neuro-Rights
Initiative
Right to
Mental
Privacy
XR
Hardware +
Operating
System
Ethical
Design
Principles?
XR User’s Context & Data
Third-Party
XR Developers
XR Experiences
that Require User
Data to Operate
US Government
Lobbyists
European
Union
GDPR
XR Companies
State
Laws
Federal
Laws
Oversight & Enforcement
New
Federal
Privacy
Law?
Monetizing
User Data &
Biometric
Psychography?
Contextually
-Aware AI?
Terms of
Service
Privacy
Policy
App
Store
Developer
Terms of
Service
● Physiological & Biometric Inputs
● My Journey into VR Privacy
● Different Philosophies of Privacy
● Protecting Right to Mental Privacy
(1) The right to identity, or the ability to
control both one’s physical and mental
integrity
(2) The right to agency, or the freedom of
thought and free will to choose one’s own
actions
(3) The right to mental privacy, or the
ability to keep thoughts protected against
disclosure
(4) The right to fair access to mental
augmentation, or the ability to ensure that
the benefits of improvements to sensory and
mental capacity through neurotechnology
are distributed justly in the population.
(5) The right to protection from
algorithmic bias, or the ability to ensure
that technologies do not insert prejudices.
Proposed Neuro-Rights
Yuste, R.,Genser, J. & Herrmann, S. "It's Time for Neuro-Rights." Horizons: Journal of International Relations and
Sustainable Development, no. 18, 2021. pp 154-164. JSTOR,
https://www.cirsd.org/en/horizons/horizons-winter-2021-issue-no-18/its-time-for-neuro--rights. Accessed 31 Mar. 2021.
Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397571341297934336 Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397573000208080896
Simon Wardley’s Model of Technology Evolution
Wardley, Simon (2015). http://blog.gardeviance.org/2015/03/evolution-diffusion-hype-cycle-and.html
Prototype &
Genesis
Custom-Built
Enterprise App
Ubiquitous
Commodity
Consumer
Product
Simon Wardley’s Model of Technology Evolution
Simon Wardley’s Model of Technology Evolution
Wardley, Simon (2015). http://blog.gardeviance.org/2015/03/evolution-diffusion-hype-cycle-and.html
Bernal, G. (2021,April 15). Developing Galea:An open source tool at the intersection ofVR and
neuroscience. MIT Media Lab. https://www.media.mit.edu/posts/galea/.
neurojoe. (2020, November 19). Introducing: Galea. OpenBCI.
https://openbci.com/community/introducing-galea-bci-hmd-biosensing/.
Eye Tracking and Pupil Response
Facial Scans
Movement Kinematics
Electrodermal Activity (EDA)
Galvanic Skin Response (GSR)
Skin Conductance Response (SCR)
Skin Conductance (SC)
Skin Temperature (SKT)
Body Temperature
Electromyography (EMG)
Mechanomyogram (MMG)
Strain-Based Sensor (SBS)
Electrocardiography (ECG / EKG)
Heart-RateVariability (HRV)
Respiratory (RSP)
Respiratory RateVariability (RRV)
Photoplethysmogram (PPG)
Impedance Plethysmography (IPG)
BloodVolume Pulse (BVP)
Electro-Oculogram (EOG)
Impedance Cardiography (ICG)
Gyrocardiography (GCG)
Ballistocardiography (BCG)
Magnetocardiography (MCG)
Seismocardiography (SCG)
Phonocardiogram (PCG)
Continuous Glucose Monitor (CGM)
Acoustic Respiratory Signals (ARS)
Blood Pressure (BP)
Pulse Arrival Time (PAT)
Pulse Transit Time (PTT)
Electroretinogram (ERG)
Electrogastrogram (EGG)
Magnetogastrography (MGG)
Electroencephalography (EEG)
Near-Infrared Spectroscopy-Based Cerebral
Oxiometry (NIRSCO)
Optically-Pumped Magnetoencephalography
(OP-MEG)
Optically-Pumped Magnetometers
Magnetoencephalography (OPM-MEG)
Time Domain Functional Near-Infrared
Spectroscopy (TD-fNIRS)
Functional Near-Infrared Spectroscopy (fNIRS)
High-Density Diffuse Optical Tomography
(HD-DOT)
Intracranial Pressure (ICP)
Electrocorticography (ECoG)
Intracranial electroencephalography (iEEG)
Deep Brain Stimulation (DBS)
Local Field Potential (LFP)
Transcranial Doppler (TCD)
Somatosensory Evoked Potential (SSEP)
Brainstem Auditory Evoked Potential (BAEP)
Functional Magnetic Resonance Imaging
(fMRI)
Magnetic Resonance Imaging (MRI)
Positron Emission Tomography (PET)
Magnetoencephalography (MEG)
Nuclear Magnetic Resonance Spectroscopy
(NMR or MRS)
Subdural EEG (sdEEG)
Intracranial EEG (icEEG)
Diffuse Correlation Spectroscopy (DCS)
Subdermal EEG Needle
Superconducting QUantum Interface Device
(SQUID)
Microneurography
List of Physiological & Biometric Data
Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
Bye, K. (2017, March 20). #517: Biometric Data Streams & the Unknown EthicalThreshold of Predicting & Controlling Behavior. Voices ofVR Podcast.
https://voicesofvr.com/517-biometric-data-streams-the-unknown-ethical-threshold-of-predicting-controlling-behavior/.
Bye, K. (2021,April 8). #988: Defining “Biometric Psychography” to Fill Gaps in Privacy Law to Cover XR Data: Brittan Heller’s Human Rights Perspectives.Voices ofVR
Podcast. https://voicesofvr.com/988-defining-biometric-psychography-to-fill-gaps-in-privacy-law-to-cover-xr-data-brittan-hellers-human-rights-perspectives/
Brittan Heller,Watching Androids Dream of Electric Sheep: Immersive Technology, Biometric Psychography, and the Law, 23
Vanderbilt Journal of Entertainment andTechnology Law 1 (2021) Available at: https://scholarship.law.vanderbilt.edu/jetlaw/vol23/iss1/1
Eye Tracking and Pupil Response
Facial Scans
Movement Kinematics
Electrodermal Activity (EDA)
Galvanic Skin Response (GSR)
Skin Conductance Response (SCR)
Skin Conductance (SC)
Skin Temperature (SKT)
Body Temperature
Electromyography (EMG)
Mechanomyogram (MMG)
Strain-Based Sensor (SBS)
Electrocardiography (ECG / EKG)
Heart-RateVariability (HRV)
Respiratory (RSP)
Respiratory RateVariability (RRV)
Photoplethysmogram (PPG)
Impedance Plethysmography (IPG)
BloodVolume Pulse (BVP)
Electro-Oculogram (EOG)
Impedance Cardiography (ICG)
Gyrocardiography (GCG)
Ballistocardiography (BCG)
Magnetocardiography (MCG)
Seismocardiography (SCG)
Phonocardiogram (PCG)
Continuous Glucose Monitor (CGM)
Acoustic Respiratory Signals (ARS)
Blood Pressure (BP)
Pulse Arrival Time (PAT)
Pulse Transit Time (PTT)
Electroretinogram (ERG)
Electrogastrogram (EGG)
Magnetogastrography (MGG)
Electroencephalography (EEG)
Near-Infrared Spectroscopy-Based Cerebral
Oxiometry (NIRSCO)
Optically-Pumped Magnetoencephalography
(OP-MEG)
Optically-Pumped Magnetometers
Magnetoencephalography (OPM-MEG)
Time Domain Functional Near-Infrared
Spectroscopy (TD-fNIRS)
Functional Near-Infrared Spectroscopy (fNIRS)
High-Density Diffuse Optical Tomography
(HD-DOT)
Intracranial Pressure (ICP)
Electrocorticography (ECoG)
Intracranial electroencephalography (iEEG)
Deep Brain Stimulation (DBS)
Local Field Potential (LFP)
Transcranial Doppler (TCD)
Somatosensory Evoked Potential (SSEP)
Brainstem Auditory Evoked Potential (BAEP)
Functional Magnetic Resonance Imaging
(fMRI)
Magnetic Resonance Imaging (MRI)
Positron Emission Tomography (PET)
Magnetoencephalography (MEG)
Nuclear Magnetic Resonance Spectroscopy
(NMR or MRS)
Subdural EEG (sdEEG)
Intracranial EEG (icEEG)
Diffuse Correlation Spectroscopy (DCS)
Subdermal EEG Needle
Superconducting QUantum Interface Device
(SQUID)
Microneurography
List of Physiological & Biometric Data
Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
Brittan Heller,Watching Androids Dream of Electric Sheep: Immersive Technology, Biometric Psychography, and the Law, 23
Vanderbilt Journal of Entertainment andTechnology Law 1 (2021) Available at: https://scholarship.law.vanderbilt.edu/jetlaw/vol23/iss1/1
Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during observation of 360-degreeVR
video. Sci Rep 10, 17404 (2020). https://doi.org/10.1038/s41598-020-74486-y
Biometric
Psychography
Identity
Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during
observation of 360-degreeVR video. Sci Rep 10, 17404 (2020).
https://doi.org/10.1038/s41598-020-74486-y
Privacy as Static Privacy as Dynamic
Identity
Immutable Traits
Stored Forever
Context Independent
Personally-Identifiable
Information
Psychographic Profile
Transient Likes/Dislikes
Processed Real-time
Context-Dependent
Character & Personality
Biometric
Psychography
Identity
Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during
observation of 360-degreeVR video. Sci Rep 10, 17404 (2020).
https://doi.org/10.1038/s41598-020-74486-y
Birkett,A. (2020, February 8). Psychographics:What They Are & How Marketers Use Them. CXL. https://cxl.com/blog/psychographics/.
Eye Tracking and Pupil Response
Facial Scans
Movement Kinematics
Electrodermal Activity (EDA)
Galvanic Skin Response (GSR)
Skin Conductance Response (SCR)
Skin Conductance (SC)
Skin Temperature (SKT)
Body Temperature
Electromyography (EMG)
Mechanomyogram (MMG)
Strain-Based Sensor (SBS)
Electrocardiography (ECG / EKG)
Heart-RateVariability (HRV)
Respiratory (RSP)
Respiratory RateVariability (RRV)
Photoplethysmogram (PPG)
Impedance Plethysmography (IPG)
BloodVolume Pulse (BVP)
Electro-Oculogram (EOG)
Impedance Cardiography (ICG)
Gyrocardiography (GCG)
Ballistocardiography (BCG)
Magnetocardiography (MCG)
Seismocardiography (SCG)
Phonocardiogram (PCG)
Continuous Glucose Monitor (CGM)
Acoustic Respiratory Signals (ARS)
Blood Pressure (BP)
Pulse Arrival Time (PAT)
Pulse Transit Time (PTT)
Electroretinogram (ERG)
Electrogastrogram (EGG)
Magnetogastrography (MGG)
Electroencephalography (EEG)
Near-Infrared Spectroscopy-Based Cerebral
Oxiometry (NIRSCO)
Optically-Pumped Magnetoencephalography
(OP-MEG)
Optically-Pumped Magnetometers
Magnetoencephalography (OPM-MEG)
Time Domain Functional Near-Infrared
Spectroscopy (TD-fNIRS)
Functional Near-Infrared Spectroscopy (fNIRS)
High-Density Diffuse Optical Tomography
(HD-DOT)
Intracranial Pressure (ICP)
Electrocorticography (ECoG)
Intracranial electroencephalography (iEEG)
Deep Brain Stimulation (DBS)
Local Field Potential (LFP)
Transcranial Doppler (TCD)
Somatosensory Evoked Potential (SSEP)
Brainstem Auditory Evoked Potential (BAEP)
Functional Magnetic Resonance Imaging
(fMRI)
Magnetic Resonance Imaging (MRI)
Positron Emission Tomography (PET)
Magnetoencephalography (MEG)
Nuclear Magnetic Resonance Spectroscopy
(NMR or MRS)
Subdural EEG (sdEEG)
Intracranial EEG (icEEG)
Diffuse Correlation Spectroscopy (DCS)
Subdermal EEG Needle
Superconducting QUantum Interface Device
(SQUID)
Microneurography
List of Physiological & Biometric Data
Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
Bernal, G. (2021,April 15). Developing Galea:An open source tool at the intersection ofVR and neuroscience. MIT Media Lab. https://www.media.mit.edu/posts/galea/.
“True character is revealed in the choices
a human being makes under pressure -
the greater the pressure, the deeper the
revelation, the truer the choice to the
character's essential nature.”
― Robert McKee
McKee, R. (1997). Story: Substance, structure, style and the principles of screenwriting.
Protagonist
Placed in a
Context with
Pressure
Make
Choices &
Take Action
Essential
Character is
Revealed
+ =
Identity (Age, Race, Gender)
Economic Class
Values
Language
Education
Age & Generation
History
Country of Origin
Sports, Arts, & Entertainment
Medical Conditions
Romantic Partnership
Heroes/Enemies
Experiences of Death
Worldview & Beliefs
Religion
Work & Career
Culture
Intersectional Identities
Ability
Taboos
RANGE OF CONTEXTS
Mental & Social
Presence
Active
Presence
Emotional
Presence
Embodied &
Environmental
Presence
Mental Thoughts
Cognitive Processes
Cognitive Load
Social Presence
Behaviors
Intention
Actions
Movement
Affective State
Emotional Sentiment
Facial Expression
Microexpressions
Stress / Arousal
Physiological Reactions
Eye Gaze/Attention
Body Language
Muscle Fatigue
Passi, E. (2017, January 10). Bringing theWestworld Attribute Matrix to Life. Medium. https://epassi.medium.com/recreating-the-westworld-attribute-matrix-3e72d9d419df.
Big Five Personality Characteristics
Goldberg, L. R. (1990). An alternative "description of personality": The Big-Five factor structure. Journal of
Personality and Social Psychology, 59(6), 1216–1229. https://doi.org/10.1037/0022-3514.59.6.1216
Sacharin, V., Schlegel K., & Scherer K. R. (2012). Geneva Emotion Wheel
Rating Study. Swiss Center for Affective Sciences
Feelings Needs
Expressing Empathy [The Wheel of Needs]. School of Transformation. (2012, June).
http://www.schooltransformation.com/wp-content/uploads/2012/06/Expressing_Empathy.pdf.
Biometric
Psychography
Identity
Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during
observation of 360-degreeVR video. Sci Rep 10, 17404 (2020).
https://doi.org/10.1038/s41598-020-74486-y
● Physiological & Biometric Inputs
● My Journey into VR Privacy
● Different Philosophies of Privacy
● Protecting Right to Mental Privacy
My Journey into XR Privacy
UploadVR’s April 2016 Article on Oculus’ Privacy
Policy Catches the Attention of Senator Franken
Mason,W. (2016,April 1). Oculus 'Always On' Services and Privacy Policy May Be a Cause for
Concern. UploadVR. https://uploadvr.com/facebook-oculus-privacy/.
Durbin, J. (2016,April 7). Senator Al Franken Questions Oculus Over Privacy Concerns. UploadVR.
https://uploadvr.com/senator-al-franken-wants-answers-from-oculus-over-privacy-concerns/.
Voices of VR Privacy Coverage Starts May 2016
Bye, K. (2017, January 13). #493: IsVirtual Reality the Most Powerful Surveillance Technology or Last Bastion of Privacy?.Voices ofVR Podcast.
https://voicesofvr.com/is-virtual-reality-the-most-powerful-surveillance-technology-or-last-bastion-of-privacy/.
Yadin, Gilad,Virtual Reality Surveillance (February 15, 2017).
Cardozo Arts & Entertainment Law Journal,
Vol. 35, No. 3, 2017,Available at SSRN: https://ssrn.com/abstract=3043922
Bye, K. (2020, June 27) https://twitter.com/kentbye/status/1287832258947084288
Hamilton, I. (2018,August 6). Privacy Summit At Stanford Will DraftVR 'Bill Of Rights'. UploadVR.
https://uploadvr.com/privacy-summit-stanford-vr-bill-of-rights/.
Allen,Anita L., 2019,“The Philosophy of Privacy and Digital Life”, Proceedings
and Addresses of the American Philosophical Association, 93: 21–38.
Reiheld,,A. (2019, January 9).Twitter. https://twitter.com/AlisonReiheld/status/1083124129111396353.
Photo by
Laval Virtual Visionaries Think Tank 2019
Brainstorm on XR Ethics
Photo by
Photo by
Bye, K. (2019, May 31). The Ethical & Moral Dilemmas of Mixed Reality.Augmented World Expo. Santa Clara; California.
https://www.youtube.com/watch?v=BNgXKX8IwcU
Bye, K., Hosfelt, D., Chase, S., Miesnieks, M., & Beck,T. (2019).
The ethical and privacy implications of mixed reality. ACM
SIGGRAPH 2019 Panels.
https://doi.org/10.1145/3306212.3328138
XR Ethics Manifesto
@KentBye
Bye, K. (2020, March 11). #892 Sundance:‘Persuasion Machines’ is Architectural Storytelling Against Surveillance Capitalism.Voices ofVR Podcast.
https://voicesofvr.com/892-sundance-persuasion-machines-is-architectural-storytelling-against-surveillance-capitalism/.
[University of Pennsylvania Carey Law School]. (2015, June 17). Privacy Conference: Law, Ethics, and Philosophy of End User Responsibility for Privacy [Video
File]. Recorded on April 24, 2015. Retrieved from https://www.youtube.com/watch?v=8WIB_2isRxw on March 10, 2020.
● Physiological & Biometric Inputs
● My Journey into VR Privacy
● Different Philosophies of Privacy
● Protecting Right to Mental Privacy
Libertarian:
Privacy as
Property Right
to be Bought,
Sold, or Traded
Contextual Integrity:
Privacy as Appropriate
Information Flows
that Meets Contextual
Norms
Paternalistic:
Privacy as
Human Right
That Needs to be
Protected By the
State
Privacy as the
control of private
information.
Alan Westin (1967)
Westin,A. F. (1967). Privacy and freedom. NewYork:Atheneum.
Bye, K. (2020, October 7). #951: Privacy Primer:A History of U.S. Consumer Privacy, U.S. Federal Privacy Debates, & XR Privacy Implications with Joseph Jerome.Voices of VR
Podcast. https://voicesofvr.com/951-privacy-primer-a-history-of-u-s-consumer-privacy-u-s-federal-privacy-debates-xr-privacy-implications-with-joseph-jerome/.
U.S. Dep't. of Health, Education and Welfare, Secretary's Advisory Committee on Automated Personal
Data Systems, Records, computers, and the Rights of Citizens viii (1973).
Fair Information Practice Principles (1973)
Libertarian:
Privacy as
Property Right
to be Bought,
Sold, or Traded
Maybe we should
treat private
data like
copyright to
grant & revoke
licenses
Facebook’s Privacy Policy & Terms of Service
Supplemental Oculus Data Policy. Oculus. (2020, October 11). https://www.oculus.com/legal/privacy-policy/.
Park, C. (2020, March 23). How "Notice and Consent" Fails to Protect Our Privacy. New America.
https://www.newamerica.org/oti/blog/how-notice-and-consent-fails-to-protect-our-privacy/.
Contextual Integrity:
Privacy as Appropriate
Information Flows
that Meets Contextual
Norms
TheIACR. (2019, October 4). International Association for Cryptologic Research, Invited talk: Contextual Integrity.YouTube.
https://www.youtube.com/watch?v=aVRbvxVGDoc.
HumanCenteredDesignE. (2021, March 9). 2021 Distinguished Lecture: Helen Nissenbaum, "Contextual Integrity".YouTube.
https://www.youtube.com/watch?v=VPwmC0Sfe50.
HumanCenteredDesignE. (2021, March 9). 2021 Distinguished Lecture: Helen Nissenbaum, "Contextual Integrity".YouTube.
https://www.youtube.com/watch?v=VPwmC0Sfe50.
TheIACR. (2019, October 4). International Association for Cryptologic Research, Invited talk: Contextual Integrity.YouTube.
https://www.youtube.com/watch?v=aVRbvxVGDoc.
Paternalistic:
Privacy as
Human Right
That Needs to be
Protected By the
State
Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397648299797012480 Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397648577011195904
Libertarian:
Privacy as
Property Right
to be Bought,
Sold, or Traded
Contextual Integrity:
Privacy as Appropriate
Information Flows
that Meets Contextual
Norms
Paternalistic:
Privacy as
Human Right
That Needs to be
Protected By the
State
● Physiological & Biometric Inputs
● My Journey into VR Privacy
● Different Philosophies of Privacy
● Protecting Right to Mental Privacy
Lessig, Lawrence, Code 2.0, Chapter: What Things Regulate (available in print:
Lawrence Lessig (2006). Code. Lawrence Lessig. pp. 120–137. ISBN
978-0-465-03914-2.
Lessig’s Pathetic
Dot Theory
Nested
Contexts
vs
Lessig’s Pathetic Dot Theory
Lessig, Lawrence, Code 2.0, Chapter: What Things Regulate (available in print:
Lawrence Lessig (2006). Code. Lawrence Lessig. pp. 120–137. ISBN 978-0-465-03914-2.
Market
Law
Cultural
Norms
Technology
Architecture
& Code
Culture
Laws
Culture
Economy
Laws
Culture
Economy
Laws
Culture
Design
Guidelines
User
Experience
Economy
Laws
Culture
Design
Guidelines
App Code
User
Experience
Economy
Laws
Culture
Design
Guidelines
OS Code
App Code
User
Experience
Economy
Laws
Culture
Design
Guidelines
OS Code
App Code
User
Experience
Economy
Laws
Culture
Design
Guidelines
Hardware
& Tech
Architecture
Human
Rights
Principles
Governments
& Laws
XR Companies
XR Hardware
Ethical
Design
Principles
XR
Experiences
Users
How do we preserve the Right
to Mental Privacy in XR?
Biometrically-inferred psychographic data from
XR is not covered by existing privacy laws.
Some biometric user data will be contextually-
relevant & required for some XR apps to
function, which users should be able to consent
to sharing within the context of those apps.
Companies require users to consent to their
Terms of Service & Privacy Policies, which do
not prevent them them from recording &
monetizing user data, extrapolating biometric
psychographic information, or using it for
contextually-aware AI, but they have limited
what third party developers can do with that
same data.
Human Rights
Principles
International Organizations
International Laws &
Human Rights Laws
UN Guiding
Principles on
Business &
Human Rights
Neuro-Rights
Initiative
Right to
Mental
Privacy
XR
Hardware +
Operating
System
Ethical
Design
Principles?
XR User’s Context & Data
Third-Party
XR Developers
XR Experiences
that Require User
Data to Operate
US Government
Lobbyists
European
Union
GDPR
XR Companies
State
Laws
Federal
Laws
Oversight & Enforcement
New
Federal
Privacy
Law?
Monetizing
User Data &
Biometric
Psychography?
Contextually
-Aware AI?
Terms of
Service
Privacy
Policy
App
Store
Developer
Terms of
Service
(1) The right to identity
(2) The right to agency
(3) The right to mental privacy
(4) The right to fair access to mental
augmentation
(5) The right to protection from
algorithmic bias
Proposed
Neuro-Rights
Yuste, R.,Genser, J. & Herrmann, S. "It's Time for Neuro-Rights." Horizons: Journal of International Relations and Sustainable Development, no. 18,
2021. pp 154-164. JSTOR, https://www.cirsd.org/en/horizons/horizons-winter-2021-issue-no-18/its-time-for-neuro--rights. Accessed 31 Mar. 2021.
● Physiological & Biometric Inputs
● My Journey into VR Privacy
● Different Philosophies of Privacy
● Protecting Right to Mental Privacy
@KentBye

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State of Privacy in XR & Neuro-Tech: Conceptual Frames

  • 1. State of XR Privacy: Conceptual Frames @KentBye
  • 3.
  • 4. Anumanchipalli, G.K., Chartier, J. & Chang, E.F. Speech synthesis from neural decoding of spoken sentences. Nature 568, 493–498 (2019). https://doi.org/10.1038/s41586-019-1119-1
  • 5. F8 2017: AI, Building 8 and More Technology Updates From Day Two. Facebook. (2017, April 19). https://about.fb.com/news/2017/04/f8-2017-day-2/.
  • 6.
  • 7. I want to hack my own consciousness I don’t want others hacking my consciousness
  • 8. Human Rights Principles Governments & Laws XR Companies XR Hardware Ethical Design Principles XR Experiences Users
  • 9. How do we preserve the Right to Mental Privacy in XR? Biometrically-inferred psychographic data from XR is not covered by existing privacy laws. Some biometric user data will be contextually- relevant & required for some XR apps to function, which users should be able to consent to sharing within the context of those apps. Companies require users to consent to their Terms of Service & Privacy Policies, which do not prevent them them from recording & monetizing user data, extrapolating biometric psychographic information, or using it for contextually-aware AI, but they have limited what third party developers can do with that same data. Human Rights Principles International Organizations International Laws & Human Rights Laws UN Guiding Principles on Business & Human Rights Neuro-Rights Initiative Right to Mental Privacy XR Hardware + Operating System Ethical Design Principles? XR User’s Context & Data Third-Party XR Developers XR Experiences that Require User Data to Operate US Government Lobbyists European Union GDPR XR Companies State Laws Federal Laws Oversight & Enforcement New Federal Privacy Law? Monetizing User Data & Biometric Psychography? Contextually -Aware AI? Terms of Service Privacy Policy App Store Developer Terms of Service
  • 10. ● Physiological & Biometric Inputs ● My Journey into VR Privacy ● Different Philosophies of Privacy ● Protecting Right to Mental Privacy
  • 11.
  • 12. (1) The right to identity, or the ability to control both one’s physical and mental integrity (2) The right to agency, or the freedom of thought and free will to choose one’s own actions (3) The right to mental privacy, or the ability to keep thoughts protected against disclosure (4) The right to fair access to mental augmentation, or the ability to ensure that the benefits of improvements to sensory and mental capacity through neurotechnology are distributed justly in the population. (5) The right to protection from algorithmic bias, or the ability to ensure that technologies do not insert prejudices. Proposed Neuro-Rights Yuste, R.,Genser, J. & Herrmann, S. "It's Time for Neuro-Rights." Horizons: Journal of International Relations and Sustainable Development, no. 18, 2021. pp 154-164. JSTOR, https://www.cirsd.org/en/horizons/horizons-winter-2021-issue-no-18/its-time-for-neuro--rights. Accessed 31 Mar. 2021.
  • 13. Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397571341297934336 Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397573000208080896
  • 14.
  • 15. Simon Wardley’s Model of Technology Evolution Wardley, Simon (2015). http://blog.gardeviance.org/2015/03/evolution-diffusion-hype-cycle-and.html
  • 17. Simon Wardley’s Model of Technology Evolution Wardley, Simon (2015). http://blog.gardeviance.org/2015/03/evolution-diffusion-hype-cycle-and.html
  • 18.
  • 19. Bernal, G. (2021,April 15). Developing Galea:An open source tool at the intersection ofVR and neuroscience. MIT Media Lab. https://www.media.mit.edu/posts/galea/. neurojoe. (2020, November 19). Introducing: Galea. OpenBCI. https://openbci.com/community/introducing-galea-bci-hmd-biosensing/.
  • 20. Eye Tracking and Pupil Response Facial Scans Movement Kinematics Electrodermal Activity (EDA) Galvanic Skin Response (GSR) Skin Conductance Response (SCR) Skin Conductance (SC) Skin Temperature (SKT) Body Temperature Electromyography (EMG) Mechanomyogram (MMG) Strain-Based Sensor (SBS) Electrocardiography (ECG / EKG) Heart-RateVariability (HRV) Respiratory (RSP) Respiratory RateVariability (RRV) Photoplethysmogram (PPG) Impedance Plethysmography (IPG) BloodVolume Pulse (BVP) Electro-Oculogram (EOG) Impedance Cardiography (ICG) Gyrocardiography (GCG) Ballistocardiography (BCG) Magnetocardiography (MCG) Seismocardiography (SCG) Phonocardiogram (PCG) Continuous Glucose Monitor (CGM) Acoustic Respiratory Signals (ARS) Blood Pressure (BP) Pulse Arrival Time (PAT) Pulse Transit Time (PTT) Electroretinogram (ERG) Electrogastrogram (EGG) Magnetogastrography (MGG) Electroencephalography (EEG) Near-Infrared Spectroscopy-Based Cerebral Oxiometry (NIRSCO) Optically-Pumped Magnetoencephalography (OP-MEG) Optically-Pumped Magnetometers Magnetoencephalography (OPM-MEG) Time Domain Functional Near-Infrared Spectroscopy (TD-fNIRS) Functional Near-Infrared Spectroscopy (fNIRS) High-Density Diffuse Optical Tomography (HD-DOT) Intracranial Pressure (ICP) Electrocorticography (ECoG) Intracranial electroencephalography (iEEG) Deep Brain Stimulation (DBS) Local Field Potential (LFP) Transcranial Doppler (TCD) Somatosensory Evoked Potential (SSEP) Brainstem Auditory Evoked Potential (BAEP) Functional Magnetic Resonance Imaging (fMRI) Magnetic Resonance Imaging (MRI) Positron Emission Tomography (PET) Magnetoencephalography (MEG) Nuclear Magnetic Resonance Spectroscopy (NMR or MRS) Subdural EEG (sdEEG) Intracranial EEG (icEEG) Diffuse Correlation Spectroscopy (DCS) Subdermal EEG Needle Superconducting QUantum Interface Device (SQUID) Microneurography List of Physiological & Biometric Data Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
  • 21. Bye, K. (2017, March 20). #517: Biometric Data Streams & the Unknown EthicalThreshold of Predicting & Controlling Behavior. Voices ofVR Podcast. https://voicesofvr.com/517-biometric-data-streams-the-unknown-ethical-threshold-of-predicting-controlling-behavior/.
  • 22. Bye, K. (2021,April 8). #988: Defining “Biometric Psychography” to Fill Gaps in Privacy Law to Cover XR Data: Brittan Heller’s Human Rights Perspectives.Voices ofVR Podcast. https://voicesofvr.com/988-defining-biometric-psychography-to-fill-gaps-in-privacy-law-to-cover-xr-data-brittan-hellers-human-rights-perspectives/
  • 23. Brittan Heller,Watching Androids Dream of Electric Sheep: Immersive Technology, Biometric Psychography, and the Law, 23 Vanderbilt Journal of Entertainment andTechnology Law 1 (2021) Available at: https://scholarship.law.vanderbilt.edu/jetlaw/vol23/iss1/1
  • 24. Eye Tracking and Pupil Response Facial Scans Movement Kinematics Electrodermal Activity (EDA) Galvanic Skin Response (GSR) Skin Conductance Response (SCR) Skin Conductance (SC) Skin Temperature (SKT) Body Temperature Electromyography (EMG) Mechanomyogram (MMG) Strain-Based Sensor (SBS) Electrocardiography (ECG / EKG) Heart-RateVariability (HRV) Respiratory (RSP) Respiratory RateVariability (RRV) Photoplethysmogram (PPG) Impedance Plethysmography (IPG) BloodVolume Pulse (BVP) Electro-Oculogram (EOG) Impedance Cardiography (ICG) Gyrocardiography (GCG) Ballistocardiography (BCG) Magnetocardiography (MCG) Seismocardiography (SCG) Phonocardiogram (PCG) Continuous Glucose Monitor (CGM) Acoustic Respiratory Signals (ARS) Blood Pressure (BP) Pulse Arrival Time (PAT) Pulse Transit Time (PTT) Electroretinogram (ERG) Electrogastrogram (EGG) Magnetogastrography (MGG) Electroencephalography (EEG) Near-Infrared Spectroscopy-Based Cerebral Oxiometry (NIRSCO) Optically-Pumped Magnetoencephalography (OP-MEG) Optically-Pumped Magnetometers Magnetoencephalography (OPM-MEG) Time Domain Functional Near-Infrared Spectroscopy (TD-fNIRS) Functional Near-Infrared Spectroscopy (fNIRS) High-Density Diffuse Optical Tomography (HD-DOT) Intracranial Pressure (ICP) Electrocorticography (ECoG) Intracranial electroencephalography (iEEG) Deep Brain Stimulation (DBS) Local Field Potential (LFP) Transcranial Doppler (TCD) Somatosensory Evoked Potential (SSEP) Brainstem Auditory Evoked Potential (BAEP) Functional Magnetic Resonance Imaging (fMRI) Magnetic Resonance Imaging (MRI) Positron Emission Tomography (PET) Magnetoencephalography (MEG) Nuclear Magnetic Resonance Spectroscopy (NMR or MRS) Subdural EEG (sdEEG) Intracranial EEG (icEEG) Diffuse Correlation Spectroscopy (DCS) Subdermal EEG Needle Superconducting QUantum Interface Device (SQUID) Microneurography List of Physiological & Biometric Data Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
  • 25.
  • 26. Brittan Heller,Watching Androids Dream of Electric Sheep: Immersive Technology, Biometric Psychography, and the Law, 23 Vanderbilt Journal of Entertainment andTechnology Law 1 (2021) Available at: https://scholarship.law.vanderbilt.edu/jetlaw/vol23/iss1/1
  • 27. Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during observation of 360-degreeVR video. Sci Rep 10, 17404 (2020). https://doi.org/10.1038/s41598-020-74486-y
  • 28. Biometric Psychography Identity Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during observation of 360-degreeVR video. Sci Rep 10, 17404 (2020). https://doi.org/10.1038/s41598-020-74486-y
  • 29. Privacy as Static Privacy as Dynamic Identity Immutable Traits Stored Forever Context Independent Personally-Identifiable Information Psychographic Profile Transient Likes/Dislikes Processed Real-time Context-Dependent Character & Personality
  • 30. Biometric Psychography Identity Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during observation of 360-degreeVR video. Sci Rep 10, 17404 (2020). https://doi.org/10.1038/s41598-020-74486-y
  • 31. Birkett,A. (2020, February 8). Psychographics:What They Are & How Marketers Use Them. CXL. https://cxl.com/blog/psychographics/.
  • 32. Eye Tracking and Pupil Response Facial Scans Movement Kinematics Electrodermal Activity (EDA) Galvanic Skin Response (GSR) Skin Conductance Response (SCR) Skin Conductance (SC) Skin Temperature (SKT) Body Temperature Electromyography (EMG) Mechanomyogram (MMG) Strain-Based Sensor (SBS) Electrocardiography (ECG / EKG) Heart-RateVariability (HRV) Respiratory (RSP) Respiratory RateVariability (RRV) Photoplethysmogram (PPG) Impedance Plethysmography (IPG) BloodVolume Pulse (BVP) Electro-Oculogram (EOG) Impedance Cardiography (ICG) Gyrocardiography (GCG) Ballistocardiography (BCG) Magnetocardiography (MCG) Seismocardiography (SCG) Phonocardiogram (PCG) Continuous Glucose Monitor (CGM) Acoustic Respiratory Signals (ARS) Blood Pressure (BP) Pulse Arrival Time (PAT) Pulse Transit Time (PTT) Electroretinogram (ERG) Electrogastrogram (EGG) Magnetogastrography (MGG) Electroencephalography (EEG) Near-Infrared Spectroscopy-Based Cerebral Oxiometry (NIRSCO) Optically-Pumped Magnetoencephalography (OP-MEG) Optically-Pumped Magnetometers Magnetoencephalography (OPM-MEG) Time Domain Functional Near-Infrared Spectroscopy (TD-fNIRS) Functional Near-Infrared Spectroscopy (fNIRS) High-Density Diffuse Optical Tomography (HD-DOT) Intracranial Pressure (ICP) Electrocorticography (ECoG) Intracranial electroencephalography (iEEG) Deep Brain Stimulation (DBS) Local Field Potential (LFP) Transcranial Doppler (TCD) Somatosensory Evoked Potential (SSEP) Brainstem Auditory Evoked Potential (BAEP) Functional Magnetic Resonance Imaging (fMRI) Magnetic Resonance Imaging (MRI) Positron Emission Tomography (PET) Magnetoencephalography (MEG) Nuclear Magnetic Resonance Spectroscopy (NMR or MRS) Subdural EEG (sdEEG) Intracranial EEG (icEEG) Diffuse Correlation Spectroscopy (DCS) Subdermal EEG Needle Superconducting QUantum Interface Device (SQUID) Microneurography List of Physiological & Biometric Data Bye, K. (2021, May 30).Twitter. https://twitter.com/kentbye/status/1399143885427728384
  • 33.
  • 34. Bernal, G. (2021,April 15). Developing Galea:An open source tool at the intersection ofVR and neuroscience. MIT Media Lab. https://www.media.mit.edu/posts/galea/.
  • 35. “True character is revealed in the choices a human being makes under pressure - the greater the pressure, the deeper the revelation, the truer the choice to the character's essential nature.” ― Robert McKee McKee, R. (1997). Story: Substance, structure, style and the principles of screenwriting.
  • 36. Protagonist Placed in a Context with Pressure Make Choices & Take Action Essential Character is Revealed + =
  • 37. Identity (Age, Race, Gender) Economic Class Values Language Education Age & Generation History Country of Origin Sports, Arts, & Entertainment Medical Conditions Romantic Partnership Heroes/Enemies Experiences of Death Worldview & Beliefs Religion Work & Career Culture Intersectional Identities Ability Taboos RANGE OF CONTEXTS
  • 38.
  • 40. Mental Thoughts Cognitive Processes Cognitive Load Social Presence Behaviors Intention Actions Movement Affective State Emotional Sentiment Facial Expression Microexpressions Stress / Arousal Physiological Reactions Eye Gaze/Attention Body Language Muscle Fatigue
  • 41. Passi, E. (2017, January 10). Bringing theWestworld Attribute Matrix to Life. Medium. https://epassi.medium.com/recreating-the-westworld-attribute-matrix-3e72d9d419df.
  • 42. Big Five Personality Characteristics Goldberg, L. R. (1990). An alternative "description of personality": The Big-Five factor structure. Journal of Personality and Social Psychology, 59(6), 1216–1229. https://doi.org/10.1037/0022-3514.59.6.1216
  • 43. Sacharin, V., Schlegel K., & Scherer K. R. (2012). Geneva Emotion Wheel Rating Study. Swiss Center for Affective Sciences Feelings Needs Expressing Empathy [The Wheel of Needs]. School of Transformation. (2012, June). http://www.schooltransformation.com/wp-content/uploads/2012/06/Expressing_Empathy.pdf.
  • 44.
  • 45. Biometric Psychography Identity Miller, M.R., Herrera, F., Jun, H. et al. Personal identifiability of user tracking data during observation of 360-degreeVR video. Sci Rep 10, 17404 (2020). https://doi.org/10.1038/s41598-020-74486-y
  • 46. ● Physiological & Biometric Inputs ● My Journey into VR Privacy ● Different Philosophies of Privacy ● Protecting Right to Mental Privacy
  • 47. My Journey into XR Privacy
  • 48. UploadVR’s April 2016 Article on Oculus’ Privacy Policy Catches the Attention of Senator Franken Mason,W. (2016,April 1). Oculus 'Always On' Services and Privacy Policy May Be a Cause for Concern. UploadVR. https://uploadvr.com/facebook-oculus-privacy/. Durbin, J. (2016,April 7). Senator Al Franken Questions Oculus Over Privacy Concerns. UploadVR. https://uploadvr.com/senator-al-franken-wants-answers-from-oculus-over-privacy-concerns/.
  • 49.
  • 50. Voices of VR Privacy Coverage Starts May 2016
  • 51. Bye, K. (2017, January 13). #493: IsVirtual Reality the Most Powerful Surveillance Technology or Last Bastion of Privacy?.Voices ofVR Podcast. https://voicesofvr.com/is-virtual-reality-the-most-powerful-surveillance-technology-or-last-bastion-of-privacy/.
  • 52. Yadin, Gilad,Virtual Reality Surveillance (February 15, 2017). Cardozo Arts & Entertainment Law Journal, Vol. 35, No. 3, 2017,Available at SSRN: https://ssrn.com/abstract=3043922 Bye, K. (2020, June 27) https://twitter.com/kentbye/status/1287832258947084288
  • 53.
  • 54. Hamilton, I. (2018,August 6). Privacy Summit At Stanford Will DraftVR 'Bill Of Rights'. UploadVR. https://uploadvr.com/privacy-summit-stanford-vr-bill-of-rights/.
  • 55. Allen,Anita L., 2019,“The Philosophy of Privacy and Digital Life”, Proceedings and Addresses of the American Philosophical Association, 93: 21–38. Reiheld,,A. (2019, January 9).Twitter. https://twitter.com/AlisonReiheld/status/1083124129111396353.
  • 56. Photo by Laval Virtual Visionaries Think Tank 2019 Brainstorm on XR Ethics
  • 58.
  • 60. Bye, K. (2019, May 31). The Ethical & Moral Dilemmas of Mixed Reality.Augmented World Expo. Santa Clara; California. https://www.youtube.com/watch?v=BNgXKX8IwcU
  • 61. Bye, K., Hosfelt, D., Chase, S., Miesnieks, M., & Beck,T. (2019). The ethical and privacy implications of mixed reality. ACM SIGGRAPH 2019 Panels. https://doi.org/10.1145/3306212.3328138
  • 63.
  • 64. Bye, K. (2020, March 11). #892 Sundance:‘Persuasion Machines’ is Architectural Storytelling Against Surveillance Capitalism.Voices ofVR Podcast. https://voicesofvr.com/892-sundance-persuasion-machines-is-architectural-storytelling-against-surveillance-capitalism/.
  • 65. [University of Pennsylvania Carey Law School]. (2015, June 17). Privacy Conference: Law, Ethics, and Philosophy of End User Responsibility for Privacy [Video File]. Recorded on April 24, 2015. Retrieved from https://www.youtube.com/watch?v=8WIB_2isRxw on March 10, 2020.
  • 66. ● Physiological & Biometric Inputs ● My Journey into VR Privacy ● Different Philosophies of Privacy ● Protecting Right to Mental Privacy
  • 67. Libertarian: Privacy as Property Right to be Bought, Sold, or Traded Contextual Integrity: Privacy as Appropriate Information Flows that Meets Contextual Norms Paternalistic: Privacy as Human Right That Needs to be Protected By the State
  • 68. Privacy as the control of private information. Alan Westin (1967) Westin,A. F. (1967). Privacy and freedom. NewYork:Atheneum.
  • 69. Bye, K. (2020, October 7). #951: Privacy Primer:A History of U.S. Consumer Privacy, U.S. Federal Privacy Debates, & XR Privacy Implications with Joseph Jerome.Voices of VR Podcast. https://voicesofvr.com/951-privacy-primer-a-history-of-u-s-consumer-privacy-u-s-federal-privacy-debates-xr-privacy-implications-with-joseph-jerome/.
  • 70. U.S. Dep't. of Health, Education and Welfare, Secretary's Advisory Committee on Automated Personal Data Systems, Records, computers, and the Rights of Citizens viii (1973). Fair Information Practice Principles (1973)
  • 71. Libertarian: Privacy as Property Right to be Bought, Sold, or Traded Maybe we should treat private data like copyright to grant & revoke licenses
  • 72. Facebook’s Privacy Policy & Terms of Service
  • 73. Supplemental Oculus Data Policy. Oculus. (2020, October 11). https://www.oculus.com/legal/privacy-policy/.
  • 74. Park, C. (2020, March 23). How "Notice and Consent" Fails to Protect Our Privacy. New America. https://www.newamerica.org/oti/blog/how-notice-and-consent-fails-to-protect-our-privacy/.
  • 75. Contextual Integrity: Privacy as Appropriate Information Flows that Meets Contextual Norms
  • 76. TheIACR. (2019, October 4). International Association for Cryptologic Research, Invited talk: Contextual Integrity.YouTube. https://www.youtube.com/watch?v=aVRbvxVGDoc.
  • 77. HumanCenteredDesignE. (2021, March 9). 2021 Distinguished Lecture: Helen Nissenbaum, "Contextual Integrity".YouTube. https://www.youtube.com/watch?v=VPwmC0Sfe50.
  • 78.
  • 79. HumanCenteredDesignE. (2021, March 9). 2021 Distinguished Lecture: Helen Nissenbaum, "Contextual Integrity".YouTube. https://www.youtube.com/watch?v=VPwmC0Sfe50.
  • 80. TheIACR. (2019, October 4). International Association for Cryptologic Research, Invited talk: Contextual Integrity.YouTube. https://www.youtube.com/watch?v=aVRbvxVGDoc.
  • 81. Paternalistic: Privacy as Human Right That Needs to be Protected By the State
  • 82. Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397648299797012480 Bye, K. (2021, May 26) https://twitter.com/kentbye/status/1397648577011195904
  • 83. Libertarian: Privacy as Property Right to be Bought, Sold, or Traded Contextual Integrity: Privacy as Appropriate Information Flows that Meets Contextual Norms Paternalistic: Privacy as Human Right That Needs to be Protected By the State
  • 84. ● Physiological & Biometric Inputs ● My Journey into VR Privacy ● Different Philosophies of Privacy ● Protecting Right to Mental Privacy
  • 85. Lessig, Lawrence, Code 2.0, Chapter: What Things Regulate (available in print: Lawrence Lessig (2006). Code. Lawrence Lessig. pp. 120–137. ISBN 978-0-465-03914-2. Lessig’s Pathetic Dot Theory Nested Contexts vs
  • 86. Lessig’s Pathetic Dot Theory Lessig, Lawrence, Code 2.0, Chapter: What Things Regulate (available in print: Lawrence Lessig (2006). Code. Lawrence Lessig. pp. 120–137. ISBN 978-0-465-03914-2. Market Law Cultural Norms Technology Architecture & Code
  • 95. Human Rights Principles Governments & Laws XR Companies XR Hardware Ethical Design Principles XR Experiences Users
  • 96. How do we preserve the Right to Mental Privacy in XR? Biometrically-inferred psychographic data from XR is not covered by existing privacy laws. Some biometric user data will be contextually- relevant & required for some XR apps to function, which users should be able to consent to sharing within the context of those apps. Companies require users to consent to their Terms of Service & Privacy Policies, which do not prevent them them from recording & monetizing user data, extrapolating biometric psychographic information, or using it for contextually-aware AI, but they have limited what third party developers can do with that same data. Human Rights Principles International Organizations International Laws & Human Rights Laws UN Guiding Principles on Business & Human Rights Neuro-Rights Initiative Right to Mental Privacy XR Hardware + Operating System Ethical Design Principles? XR User’s Context & Data Third-Party XR Developers XR Experiences that Require User Data to Operate US Government Lobbyists European Union GDPR XR Companies State Laws Federal Laws Oversight & Enforcement New Federal Privacy Law? Monetizing User Data & Biometric Psychography? Contextually -Aware AI? Terms of Service Privacy Policy App Store Developer Terms of Service
  • 97. (1) The right to identity (2) The right to agency (3) The right to mental privacy (4) The right to fair access to mental augmentation (5) The right to protection from algorithmic bias Proposed Neuro-Rights Yuste, R.,Genser, J. & Herrmann, S. "It's Time for Neuro-Rights." Horizons: Journal of International Relations and Sustainable Development, no. 18, 2021. pp 154-164. JSTOR, https://www.cirsd.org/en/horizons/horizons-winter-2021-issue-no-18/its-time-for-neuro--rights. Accessed 31 Mar. 2021.
  • 98. ● Physiological & Biometric Inputs ● My Journey into VR Privacy ● Different Philosophies of Privacy ● Protecting Right to Mental Privacy