Synthetic human-like fakes: Difference between revisions

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=== Organizations against synthetic human-like fakes ===
=== Organizations against synthetic human-like fakes ===


[[File:DARPA_Logo.jpg|thumb|left|240px|The Defense Advanced Research Projects Agency, better known as [[w:DARPA]] has been active in the field of countering synthetic fake video for longer than the public has been aware of the problems existing.]]
[[File:DARPA_Logo.jpg|thumb|right|240px|The Defense Advanced Research Projects Agency, better known as [[w:DARPA]] has been active in the field of countering synthetic fake video for longer than the public has been aware of the problems existing.]]


* '''[[w:DARPA]]''' [https://www.darpa.mil/program/media-forensics '''DARPA program''': ''''Media Forensics'''' ('''MediFor''') at darpa.mil] aims to develop technologies for the automated assessment of the integrity of an image or video and integrating these in an end-to-end media forensics platform. Archive.org first crawled their homepage in [https://web.archive.org/web/20160630154819/https://www.darpa.mil/program/media-forensics June '''2016''']<ref name="IA-MediFor-2016-crawl">https://web.archive.org/web/20160630154819/https://www.darpa.mil/program/media-forensics</ref>.
* '''[[w:DARPA]]''' [https://www.darpa.mil/program/media-forensics '''DARPA program''': ''''Media Forensics'''' ('''MediFor''') at darpa.mil] aims to develop technologies for the automated assessment of the integrity of an image or video and integrating these in an end-to-end media forensics platform. Archive.org first crawled their homepage in [https://web.archive.org/web/20160630154819/https://www.darpa.mil/program/media-forensics June '''2016''']<ref name="IA-MediFor-2016-crawl">https://web.archive.org/web/20160630154819/https://www.darpa.mil/program/media-forensics</ref>.
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* '''[[w:University of Colorado Denver]]''' is the home of the [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/about-the-national-center-for-media-forensics '''National Center for Media Forensics''' at artsandmedia.ucdenver.edu] at the [[w:University of Colorado Denver]] offers a [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/media-forensics-graduate-program Master's degree program], [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/training-courses training courses] and [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/national-center-for-media-forensics-research scientific basic and applied research]. [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/faculty-staff Faculty staff at the NCMF]
* '''[[w:University of Colorado Denver]]''' is the home of the [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/about-the-national-center-for-media-forensics '''National Center for Media Forensics''' at artsandmedia.ucdenver.edu] at the [[w:University of Colorado Denver]] offers a [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/media-forensics-graduate-program Master's degree program], [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/training-courses training courses] and [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/national-center-for-media-forensics-research scientific basic and applied research]. [https://artsandmedia.ucdenver.edu/areas-of-study/national-center-for-media-forensics/faculty-staff Faculty staff at the NCMF]


[[File:Connie Leyva 2015.jpg|thumb|left|240px|[[w:California]] [[w:California State Senate|w:Senator]] [[w:Connie Leyva]] introduced [https://leginfo.legislature.ca.gov/faces/billNavClient.xhtml?bill_id=201920200SB564 California Senate Bill SB 564] in Feb '''2019'''. It has been [https://www.sagaftra.org/action-alert-support-california-bill-end-deepfake-porn endorsed by SAG-AFTRA], but has not yet passed.]]
* [https://www.clemson.edu/centers-institutes/watt/hub/index.html '''Media Forensics Hub''' at clemson.edu] at the Watt Family Innovation Center of the '''[[w:Clemson University]]''' has the aims of promoting multi-disciplinary research, collecting and facilitating discussion and ideation of challenges and solutions. They provide [https://www.clemson.edu/centers-institutes/watt/hub/resources/ resources], [https://www.clemson.edu/centers-institutes/watt/hub/connect-collab/research.html research], [https://www.clemson.edu/centers-institutes/watt/hub/connect-collab/education.html media forensics education] and are running a [https://www.clemson.edu/centers-institutes/watt/hub/connect-collab/wg-disinfo.html '''Working Group''' on '''disinformation'''].<ref group="contact">mediaforensics@clemson.edu</ref>


* '''[[w:SAG-AFTRA]]''' [https://www.sagaftra.org/action-alert-support-california-bill-end-deepfake-porn SAG-AFTRA ACTION ALERT: '''"Support California Bill to End Deepfake Porn"''' at sagaftra.org '''endorses'''] [https://leginfo.legislature.ca.gov/faces/billNavClient.xhtml?bill_id=201920200SB564 California Senate Bill SB 564] introduced to the  [[w:California State Senate]] by [[w:California]] [[w:Connie Leyva|w:Senator Connie Leyva]] in Feb '''2019'''.
* [https://lab.witness.org/ '''The WITNESS Media Lab''' at lab.witness.org] by [[w:Witness (organization)]], a human rights non-profit organization based out of Brooklyn, New York, is against synthetic filth actively since 2018. They work both in awareness raising as well as media forensics.
** [https://lab.witness.org/projects/osint-digital-forensics/ '''Open-source intelligence digital forensics''' - ''How do we work together to detect AI-manipulated media?'' at lab.witness.org]. "''In February '''2019''' WITNESS in association with [[w:George Washington University]] brought together a group of leading researchers in [[Glossary#Media forensics|media forensics]] and [[w:detection]] of [[w:deepfakes]] and other [[w:media manipulation]] with leading experts in social newsgathering, [[w:User-generated content]] and [[w:open-source intelligence]] ([[w:OSINT]]) verification and [[w:fact-checking]].''" (website)
** [https://lab.witness.org/projects/synthetic-media-and-deep-fakes/ '''Prepare, Don’t Panic: Synthetic Media and Deepfakes''' at lab.witness.org] is a summary page for WITNESS Media Lab's ongoing work against synthetic human-like fakes. Their work was launched in '''2018''' with the first multi-disciplinary convening around deepfakes preparedness which lead to the writing of the [http://witness.mediafire.com/file/q5juw7dc3a2w8p7/Deepfakes_Final.pdf/file  '''report''' “'''Mal-uses of AI-generated Synthetic Media and Deepfakes: Pragmatic Solutions Discovery Convening'''”] (dated 2018-06-11). [https://blog.witness.org/2018/07/deepfakes/ '''''Deepfakes and Synthetic Media: What should we fear? What can we do?''''' at blog.witness.org]
 
[[File:Connie Leyva 2015.jpg|thumb|right|240px|[[w:California]] [[w:California State Senate|w:Senator]] [[w:Connie Leyva]] sponsored [https://leginfo.legislature.ca.gov/faces/billCompareClient.xhtml?bill_id=201920200SB564&showamends=false '''California Senate Bill SB 564''' - ''Depiction of individual using digital or electronic technology: sexually explicit material: cause of action''] in Feb '''2019'''. It is identical to Assembly Bill 602 authored by [[w:Marc Berman]]. The bill was [https://www.sagaftra.org/action-alert-support-california-bill-end-deepfake-porn endorsed by SAG-AFTRA]. It became law on 1 January 2020 in the [[w:California Civil Code|w:California Civil Code]] of the [[w:California Codes]].]]
 
* '''[[w:SAG-AFTRA]]''' [https://www.sagaftra.org/action-alert-support-california-bill-end-deepfake-porn SAG-AFTRA ACTION ALERT: '''"Support California Bill to End Deepfake Porn"''' at sagaftra.org '''endorses'''] [https://leginfo.legislature.ca.gov/faces/billNavClient.xhtml?bill_id=201920200SB564 California Senate Bill SB 564] introduced to the [[w:California State Senate]] by [[w:California]] [[w:Connie Leyva|w:Senator Connie Leyva]] in Feb '''2019'''.


=== Organizations possibly against synthetic human-like fakes ===
=== Organizations possibly against synthetic human-like fakes ===
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</ref>
</ref>


* [https://ieai.mcts.tum.de/ '''INSTITUTE FOR ETHICS IN ARTIFICIAL INTELLIGENCE''' at ieai.mcts.tum.de] received initial funding from [[w:Facebook]] in 2019.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://ieai.mcts.tum.de/ '''INSTITUTE FOR ETHICS IN ARTIFICIAL INTELLIGENCE''' at ieai.mcts.tum.de] received initial funding from [[w:Facebook]] in 2019.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/ieaitum/ IEAI on LinkedIn.com]
* [https://ethical.institute/ '''The Institute for Ethical AI & Machine Learning''' at ethical.institute]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://ethical.institute/ '''The Institute for Ethical AI & Machine Learning''' at ethical.institute]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/the-institute-for-ethical-machine-learning/ The Institute for Ethical AI & Machine Learning on LinkedIn.com]
 
* [https://www.buckingham.ac.uk/research-the-institute-for-ethical-ai-in-education/ '''The Institute for Ethical AI in Education''' at buckingham.ac.uk]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.buckingham.ac.uk/research-the-institute-for-ethical-ai-in-education/ '''The Institute for Ethical AI in Education''' at buckingham.ac.uk]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://futureoflife.org/ '''Future of Life Institute''' at futureoflife.org] received funding from private donors.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://futureoflife.org/ '''Future of Life Institute''' at futureoflife.org] received funding from private donors.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> See [[w:Future of Life Institute]] for more info.
 
* [https://www.ai-gakkai.or.jp/ '''The Japanese Society for Artificial Intelligence''' ('''JSAI''') at ai-gakkai.or.jp]. Publication: Ethical guidelines.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.ai-gakkai.or.jp/ '''The Japanese Society for Artificial Intelligence''' ('''JSAI''') at ai-gakkai.or.jp]. Publication: Ethical guidelines.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://ai-4-all.org/ '''AI4All''' at ai-4-all.org] funded by [[w:Google]]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://thefuturesociety.org/ '''The Future Society''' at thefuturesociety.org]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://ai-4-all.org/ '''AI4All''' at ai-4-all.org] funded by [[w:Google]]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/ai4allorg/ AI4All on LinkedIn.com]
* [https://ainowinstitute.org/ '''The Ai Now Institute''' at ainowinstitute.org] at [[w:New York University]]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://www.partnershiponai.org/ '''Partnership on AI''' at partnershiponai.org] is based in the USA and funded by technology companies
* [https://thefuturesociety.org/ '''The Future Society''' at thefuturesociety.org]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/thefuturesociety/ The Future Society on LinkedIn.com]
* [https://responsiblerobotics.org/ '''The Foundation for Responsible Robotics''' at responsiblerobotics.org] is based in [[w:Netherlands]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://ai4people.eu/ '''AI4People''' at ai4people.eu] is based in [[w:Belgium]] is a multi-stakeholder forum.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://ainowinstitute.org/ '''The Ai Now Institute''' at ainowinstitute.org] at [[w:New York University]]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/ai-now-institute/about/ The Ai Now Institute on LinkedIn.com]
 
* [https://www.partnershiponai.org/ '''Partnership on AI''' at partnershiponai.org] is based in the USA and funded by technology companies. See [[w:Partnership on AI]] and [https://www.linkedin.com/company/partnershipai/ Partnership on AI on LinkedIn.com] for more info.
 
* [https://responsiblerobotics.org/ '''The Foundation for Responsible Robotics''' at responsiblerobotics.org] is based in [[w:Netherlands]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/foundation-for-responsible-robotics/about/ The Foundation for Responsible Robotics on LinkedIn.com]
 
* [https://ai4people.eu/ '''AI4People''' at ai4people.eu] is based in [[w:Belgium]] is a multi-stakeholder forum.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/ai-for-people/ AI4People on LinkedIn.com]
 
* [https://aiethicsinitiative.org/ '''The Ethics and Governance of Artificial Intelligence Initiative''' at aiethicsinitiative.org] is based in the USA.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://aiethicsinitiative.org/ '''The Ethics and Governance of Artificial Intelligence Initiative''' at aiethicsinitiative.org] is based in the USA.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.saidot.ai/ '''Saidot''' at saidot.ai] is a Finnish company offering a platform for AI transparency, explainability and communication.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://www.saidot.ai/ '''Saidot''' at saidot.ai] is a Finnish company offering a platform for AI transparency, explainability and communication.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/saidot/ Saidot on LinkedIn.com]
 
* [https://www.eu-robotics.net/ '''euRobotics''' at eu-robotics.net] is funded by the [[w:European Commission]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.eu-robotics.net/ '''euRobotics''' at eu-robotics.net] is funded by the [[w:European Commission]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.gov.uk/government/organisations/centre-for-data-ethics-and-innovation '''Centre for Data Ethics and Innovation''' at gov.uk] financed by the UK govt. [https://cdei.blog.gov.uk/ '''Centre for Data Ethics and Innovation Blog''' at cdei.blog.gov.uk]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
 
* [https://www.gov.uk/government/organisations/centre-for-data-ethics-and-innovation '''Centre for Data Ethics and Innovation''' at gov.uk] financed by the UK govt. [https://cdei.blog.gov.uk/ '''Centre for Data Ethics and Innovation Blog''' at cdei.blog.gov.uk]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/centre-for-data-ethics-innovation/ Centre for Data Ethics and Innovation on LinkedIn.com]
 
* [http://sigai.acm.org/ '''ACM Special Interest Group on Artificial Intelligence''' at sigai.acm.org] is a [[w:Special Interest Group]] on AI by [[w:Association for Computing Machinery|ACM]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [http://sigai.acm.org/ '''ACM Special Interest Group on Artificial Intelligence''' at sigai.acm.org] is a [[w:Special Interest Group]] on AI by [[w:Association for Computing Machinery|ACM]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://ethicsinaction.ieee.org/ '''IEEE Ethics in Action - in Autonomous and Intelligent Systems''' at ethicsinaction.ieee.org]
* [https://www.counterhate.com/ '''The Center for Countering Digital Hate''' at counterhate.com] is an international not-for-profit NGO that seeks to disrupt the architecture of online hate and misinformation with offices in London and Washington DC.
* [https://carnegieendowment.org/specialprojects/counteringinfluenceoperations '''Partnership for Countering Influence Operations''' ('''PCIO''') at carnegieendowment.org] is a partnership by the [[w:Carnegie Endowment for International Peace]]


=== Other essential developments ===
=== Other essential developments ===
* [https://www.montrealdeclaration-responsibleai.com/ '''The Montréal Declaration for a Responsible Development of Artificial Intelligence''' at montrealdeclaration-responsibleai.com] and the same site in French [https://www.declarationmontreal-iaresponsable.com/ '''La Déclaration de Montéal IA responsable''' at declarationmontreal-iaresponsable.com]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.montrealdeclaration-responsibleai.com/ '''The Montréal Declaration for a Responsible Development of Artificial Intelligence''' at montrealdeclaration-responsibleai.com] and the same site in French [https://www.declarationmontreal-iaresponsable.com/ '''La Déclaration de Montéal IA responsable''' at declarationmontreal-iaresponsable.com]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://uniglobalunion.org/ '''UNI Global Union''' at uniglobalunion.org] is based in [[w:Nyon]], [[w:Switzerland]] and deals mainly with labor issues to do with AI and robotics.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://uniglobalunion.org/ '''UNI Global Union''' at uniglobalunion.org] is based in [[w:Nyon]], [[w:Switzerland]] and deals mainly with labor issues to do with AI and robotics.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/> [https://www.linkedin.com/company/uni-global-union/ UNI Global Union on LinkedIn.com]
* [https://cordis.europa.eu/project/id/IST-2000-26048 '''European Robotics Research Network''' at cordis.europa.eu] funded by the [[w:European Commission]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://cordis.europa.eu/project/id/IST-2000-26048 '''European Robotics Research Network''' at cordis.europa.eu] funded by the [[w:European Commission]].<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [ '''''' at ]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [https://www.eu-robotics.net/ '''European Robotics Platform''' at eu-robotics.net] is funded by the [[w:European Commission]]. See [[w:European Robotics Platform]] and [[w:List of European Union robotics projects#EUROP]] for more info.<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [ '''''' at ]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>
* [ '''''' at ]<ref group="1st seen in" name="EU-Parl-Ethical-AI-Study-2020"/>


=== Events against synthetic human-like fakes ===
=== Events against synthetic human-like fakes ===


* '''2020''' | '''[[w:Conference on Computer Vision and Pattern Recognition]] (CVPR)''' |  [https://sites.google.com/view/wmediaforensics2020/home 2020 Conference on Computer Vision and Pattern Recognition:  ''''Workshop on Media Forensics'''' at sites.google.com], a '''June 2020''' workshop at the [[w:Conference on Computer Vision and Pattern Recognition]].  
* '''ONGOING''' | '''[[w:National Institute of Standards and Technology]]''' (NIST) |  [https://www.nist.gov/itl/iad/mig/open-media-forensics-challenge '''Open Media Forensics Challenge''' at nist.gov] - ''Open Media Forensics Challenge Evaluation (OpenMFC) is an open evaluation series organized by the NIST to assess and measure the capability of media forensic algorithms and systems.''<ref>https://www.nist.gov/itl/iad/mig/open-media-forensics-challenge</ref>
 
* '''2021''' | '''[[w:Conference on Computer Vision and Pattern Recognition]] (CVPR)''' |  [https://sites.google.com/view/mediaforensics2021 2021 Conference on Computer Vision and Pattern Recognition:  ''''Workshop on Media Forensics'''' at sites.google.com], a '''June 2021''' workshop at the Conference on Computer Vision and Pattern Recognition.
 
* '''2020''' | '''CVPR''' |  [https://sites.google.com/view/wmediaforensics2020/home 2020 Conference on Computer Vision and Pattern Recognition:  ''''Workshop on Media Forensics'''' at sites.google.com], a '''June 2020''' workshop at the Conference on Computer Vision and Pattern Recognition.  


* '''2020''' | The winners of the [https://venturebeat.com/2020/06/12/facebook-detection-challenge-winners-spot-deepfakes-with-82-accuracy/ Deepfake Detection Challenge reach 82% accuracy in detecting synthetic human-like fakes]<ref name="VentureBeat2020">https://venturebeat.com/2020/06/12/facebook-detection-challenge-winners-spot-deepfakes-with-82-accuracy/</ref>
* '''2020''' | The winners of the [https://venturebeat.com/2020/06/12/facebook-detection-challenge-winners-spot-deepfakes-with-82-accuracy/ Deepfake Detection Challenge reach 82% accuracy in detecting synthetic human-like fakes]<ref name="VentureBeat2020">https://venturebeat.com/2020/06/12/facebook-detection-challenge-winners-spot-deepfakes-with-82-accuracy/</ref>
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* '''2017''' | '''[[w:National Institute of Standards and Technology|w:NIST]]'''  [https://www.nist.gov/itl/iad/mig/nimble-challenge-2017-evaluation NIST ''''Nimble Challenge 2017'''' at nist.gov]
* '''2017''' | '''[[w:National Institute of Standards and Technology|w:NIST]]'''  [https://www.nist.gov/itl/iad/mig/nimble-challenge-2017-evaluation NIST ''''Nimble Challenge 2017'''' at nist.gov]
* '''2016''' | '''Nimble Challenge 2016'''<ref>https://www.nist.gov/itl/iad/mig/open-media-forensics-challenge</ref>


=== Studies against synthetic human-like fakes ===
=== Studies against synthetic human-like fakes ===


* [https://arxiv.org/abs/2001.06564 ''''Media Forensics and DeepFakes: an overview'''' at arXiv.org] [https://arxiv.org/pdf/2001.06564.pdf (as .pdf at arXiv.org)], a '''2020''' '''review''' on the subject of digital look-alikes and media forensics
* [https://www.cbinsights.com/research/future-of-information-warfare/ ''''Disinformation That Kills: The Expanding Battlefield Of Digital Warfare'''' at cbinsights.com], a '''2020'''-10-21 research brief on disinformation warfare by [[w:CB Insights]], a private company that provides [[w:market intelligence]] and [[w:business analytics]] services
 
* [https://arxiv.org/abs/2001.06564 ''''Media Forensics and DeepFakes: an overview'''' at arXiv.org] [https://arxiv.org/pdf/2001.06564.pdf (as .pdf at arXiv.org)], an overview on the subject of digital look-alikes and media forensics published in August '''2020''' in [https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=9177372 Volume 14 Issue 5 of IEEE Journal of Selected Topics in Signal Processing]. [https://ieeexplore.ieee.org/document/9115874 ''''Media Forensics and DeepFakes: An Overview'''' at ieeexplore.ieee.org] (paywalled, free abstract)


* [https://scholarship.law.duke.edu/cgi/viewcontent.cgi?article=1333&context=dltr ''''DEEPFAKES: False pornography is here and the law cannot protect you'''' at scholarship.law.duke.edu] by Douglas Harris, published in [https://scholarship.law.duke.edu/dltr/vol17/iss1/ Duke Law & Technology Review - Volume 17 on '''2019'''-01-05] by [[w:Duke University]] [[w:Duke University School of Law]]
* [https://scholarship.law.duke.edu/cgi/viewcontent.cgi?article=1333&context=dltr ''''DEEPFAKES: False pornography is here and the law cannot protect you'''' at scholarship.law.duke.edu] by Douglas Harris, published in [https://scholarship.law.duke.edu/dltr/vol17/iss1/ Duke Law & Technology Review - Volume 17 on '''2019'''-01-05] by [[w:Duke University]] [[w:Duke University School of Law]]
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<section end=APW_AI-transclusion />
<section end=APW_AI-transclusion />


=== SSF! wiki proposed countermeasure to synthetic porn: Adequate Porn Watcher AI (transcluded) ===
=== SSF! wiki proposed countermeasure to weaponized synthetic pornography: Outlaw unauthorized synthetic pornography (transcluded) ===
Transcluded from [[Current and possible laws and their application#Law proposal to ban visual synthetic filth|Juho's proposal for banning unauthorized synthetic pornography]]
 
{{#section-h:Current and possible laws and their application|Law proposal to ban visual synthetic filth}}
 
=== SSF! wiki proposed countermeasure to weaponized synthetic porn pornography: Adequate Porn Watcher AI (concept) (transcluded) ===
Transcluded main contents from [[Adequate Porn Watcher AI (concept)]]
Transcluded main contents from [[Adequate Porn Watcher AI (concept)]]


{{#lstx:Adequate Porn Watcher AI (concept)|See_also}}
{{#lstx:Adequate Porn Watcher AI (concept)|See_also}}


=== Possible legal response: Outlawing digital sound-alikes (transcluded) ===
=== SSF! wiki proposed countermeasure to digital sound-alikes: Outlawing digital sound-alikes (transcluded) ===
Transcluded from [[Law proposals#Law proposal to ban covert modeling of human voice|Juho's proposal on banning digital sound-alikes]]
Transcluded from [[Current and possible laws and their application#Law proposal to ban unauthorized modeling of human voice|Juho's proposal on banning digital sound-alikes]]


{{#section-h:Law proposals|Law proposal to ban covert modeling of human voice}}
{{#section-h:Current and possible laws and their application|Law proposal to ban unauthorized modeling of human voice}}


== Timeline  of synthetic human-like fakes ==
== Timeline  of synthetic human-like fakes ==
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=== 2020's synthetic human-like fakes ===
=== 2020's synthetic human-like fakes ===


* '''2021''' | Science | [https://arxiv.org/pdf/2102.05630.pdf '''''Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning''''' .pdf at arxiv.org], a paper submitted in Feb 2021 by researchers from the [[w:University of Turin]].<ref group="1st seen in" name="ConnectedPapers suggestion on Google Transfer learning 2018" />


* '''<font color="green">2020</font>''' | '''<font color="green">counter-measure</font>''' | On 2020-11-18 the [[w:Partnership on AI]] introduced the [https://incidentdatabase.ai/ ''''''AI Incident Database'''''' at incidentdatabase.ai].<ref name="PartnershipOnAI2020">https://www.partnershiponai.org/aiincidentdatabase/</ref>
* '''<font color="green">2020</font>''' | '''<font color="green">counter-measure</font>''' | On 2020-11-18 the [[w:Partnership on AI]] introduced the [https://incidentdatabase.ai/ ''''''AI Incident Database'''''' at incidentdatabase.ai].<ref name="PartnershipOnAI2020">https://www.partnershiponai.org/aiincidentdatabase/</ref>
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* '''2019''' | US state law | {{#lst:Current and possible laws and their application|Virginia2019}}
* '''2019''' | US state law | {{#lst:Current and possible laws and their application|Virginia2019}}
* 2019 | Science | [https://arxiv.org/pdf/1809.10460.pdf '''''Sample Efficient Adaptive Text-to-Speech''''' .pdf at arxiv.org], a 2019 paper from Google researchers, published as a conference paper at [[w:International Conference on Learning Representations]] (ICLR)<ref group="1st seen in" name="ConnectedPapers suggestion on Google Transfer learning 2018"> https://www.connectedpapers.com/main/8fc09dfcff78ac9057ff0834a83d23eb38ca198a/Transfer-Learning-from-Speaker-Verification-to-Multispeaker-TextToSpeech-Synthesis/graph
</ref>


* '''2019''' | science and demonstration | [https://arxiv.org/pdf/1905.09773.pdf ''''Speech2Face: Learning the Face Behind a Voice'''' at arXiv.org] a system for generating likely facial features based on the voice of a person, presented by the [[w:MIT Computer Science and Artificial Intelligence Laboratory]] at the 2019 [[w:Conference on Computer Vision and Pattern Recognition|w:CVPR]]. [https://github.com/saiteja-talluri/Speech2Face Speech2Face at github.com] This may develop to something that really causes problems. [https://neurohive.io/en/news/speech2face-neural-network-predicts-the-face-behind-a-voice/ "Speech2Face: Neural Network Predicts the Face Behind a Voice" reporing at neurohive.io], [https://belitsoft.com/speech-recognition-software-development/speech2face "Speech2Face Sees Voices and Hears Faces: Dreams Come True with AI" reporting at belitsoft.com]
* '''2019''' | science and demonstration | [https://arxiv.org/pdf/1905.09773.pdf ''''Speech2Face: Learning the Face Behind a Voice'''' at arXiv.org] a system for generating likely facial features based on the voice of a person, presented by the [[w:MIT Computer Science and Artificial Intelligence Laboratory]] at the 2019 [[w:Conference on Computer Vision and Pattern Recognition|w:CVPR]]. [https://github.com/saiteja-talluri/Speech2Face Speech2Face at github.com] This may develop to something that really causes problems. [https://neurohive.io/en/news/speech2face-neural-network-predicts-the-face-behind-a-voice/ "Speech2Face: Neural Network Predicts the Face Behind a Voice" reporing at neurohive.io], [https://belitsoft.com/speech-recognition-software-development/speech2face "Speech2Face Sees Voices and Hears Faces: Dreams Come True with AI" reporting at belitsoft.com]
Line 460: Line 502:


* '''2016''' | music video | [https://www.youtube.com/watch?v=tMQHAy0HUDo ''''''Plug'''''' by Kube at youtube.com] - A 2016 music video by [[w:Kube (rapper)]] ([[w:fi:Kube]]), that shows deepfake-like technology this early. Video was uploaded on 2016-09-15 and is directed by Faruk Nazeri.
* '''2016''' | music video | [https://www.youtube.com/watch?v=tMQHAy0HUDo ''''''Plug'''''' by Kube at youtube.com] - A 2016 music video by [[w:Kube (rapper)]] ([[w:fi:Kube]]), that shows deepfake-like technology this early. Video was uploaded on 2016-09-15 and is directed by Faruk Nazeri.
* '''2015''' | Science | [https://arxiv.org/abs/1411.7766v3 ''''''Deep Learning Face Attributes in the Wild'''''' at arxiv.org] presented at the 2015 [[w:International Conference on Computer Vision]]


* '''2015''' | movie | In the ''[[w:Furious 7]]'' a digital look-alike made of the actor [[w:Paul Walker]] who died in an accident during the filming was done by [[w:Weta Digital]] to enable the completion of the film.<ref name="thr2015">
* '''2015''' | movie | In the ''[[w:Furious 7]]'' a digital look-alike made of the actor [[w:Paul Walker]] who died in an accident during the filming was done by [[w:Weta Digital]] to enable the completion of the film.<ref name="thr2015">
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