2
0
1
9

Fighting the reality of deepfakes

“This technology is evolving so rapidly that as quickly as we can find ways to counter it, its creators can adapt it to make it more convincing.”

“Just remember, what you’re seeing and what you’re reading is not what’s happening,” President Donald Trump told the crowd at a Veterans of Foreign Wars event in July.

The remark drew countless comparisons on Twitter to this line from George Orwell’s 1984: “The party told you to reject the evidence of your eyes and ears. It was their final, most essential command.”

The rise of authoritarianism has coincided with the proliferation of “deepfakes” — realistic videos created with artificial intelligence software. This has frightening implications for journalism. If people can no longer believe what they see and what they hear, it’s easy for political leaders to dismiss any evidence-based negative coverage as a fabrication. Facts will continue to lose their power as doctored videos and photos become more sophisticated, casting doubt on primary source material.

Creators of deepfakes employ a variety of techniques, including faceswaps, grafting a lip-syncing mouth or expression onto someone else’s face. An excellent example of this is when Jordan Peele partnered with BuzzFeed in April to create a viral PSA about deepfakes, literally putting words in President Barack Obama’s mouth. Now imagine how this technology could be weaponized against political candidates or used to justify an attack on a foreign power.

Altered videos have already been used to diminish trust in the press. In November, White House Press Secretary Sarah Sanders tweeted a video to justify revoking the credentials of CNN correspondent Jim Acosta. One key moment appeared to be sped up, showing Acosta’s hand rapidly moving down toward a White House intern’s arm. The misleading video was first shared by InfoWars editor-at-large Paul Joseph Watson. When asked about the clip, Sanders’s response was, “The question is did the reporter make contact or not? The video is clear, he did. We stand by our statement.”

The Wall Street Journal is leading the charge in training its journalists to detect deepfakes. Some of the techniques they employ include finding older versions of the footage using reverse image search engines like Tineye and Google Images. Journalists can also use video editing programs to examine the footage frame-by-frame to identify signs like fuzziness around the mouth area, subtle differences in skin tones, or unnatural lighting and movements.

Training journalists is an important step, especially if it’s combined with educating their audiences. News organizations would build trust and lessen the spread of misinformation if they are transparent about how they vet videos and images before reporting on them.

Confirmation bias is a powerful force. That’s why fact-checking Donald Trump’s statements hasn’t had much of an effect on his supporters. If a fake image or video conforms to their worldview, people are inclined to share it. Those who have a negative impression of the media are also less likely to spot a false headline — while being more confident about finding accurate information online.

The 2016 election cycle demonstrated how easy it is to trick millions of people into believing facts that could easily be debunked with a Google search. To be able to identify a deepfake would require not just greater media literacy than many news consumers have, but some technological prowess and a healthy dose of skepticism.

A recent MIT study found that it takes true stories about six times as long as false ones to reach 1,500 people. Bots accelerated the spread of true and false news at the same rate, demonstrating that false news spreads because humans, not robots, are more likely to share it.

Consider the viral image of Trump helping to rescue a Hurricane Harvey flooding victim. There were some obvious indications it wasn’t real, such as the fact that Trump is wearing a suit and no life vest. Yet it was shared hundreds of thousands of times on Twitter and Facebook. Digitally altered images like this damage the credibility of news organizations. In a survey of nearly 6,000 American college students, 36% said the threat of misinformation made them trust all media less.

The most insidious fakes are ones that could be real, based on actual events and news reports. The Washington Post deconstructed one example, showing a commercial plane supposedly doing a 360-degree flip before landing safely in Shenzhen, China. An emergency landing did happen that day at the same airport. The video’s creators spliced together news coverage of it with a 360-degree landing video uploaded a year earlier by a filmmaker and visual effects animator.

Facebook’s machine-learning system detected the fake plane landing video a few days after it was posted, passed it to its network of independent fact-checkers, and eventually ensured it surfaced less in news feeds — but not before it had been viewed 14 million times.

While there are tricks and algorithms to help detect deepfakes, creators have already found ways to counteract them. Computer scientist Siwei Lyu realized he was losing staring contests with celebrities in these videos because they didn’t open and close their eyes as often as real humans. This makes sense, because deepfake programs rely on culling photos and videos of the subjects, and you’re less likely to find those of people blinking.

A few weeks after Lyu’s team published a paper of their findings, they started receiving links to YouTube videos where the subjects closed and opened their eyes naturally. This technology is evolving so rapidly that as quickly as we can find ways to counter it, its creators can adapt it to make it more convincing. As Lyu put it, “the competition between generating and detecting fake videos is analogous to a chess game.”

Rubina Madan Fillion is the director of audience engagement at The Intercept.

Alyssa Zeisler   We expand what (and how and who) we serve

Dave Burdick   Seeing our blind spots

Mike Isaac   The old exit doors for digital media companies are closing

Kyra Darnton   A shift to depth in video

Logan Molyneux   Seeing social media for what it is

Raney Aronson-Rath   We learn “digital” doesn’t have to mean “short”

Rubina Madan Fillion   Fighting the reality of deepfakes

Stefanie Murray   Local news wakes up and starts collaborating

Alexandra Svokos   Good luck convincing us millennials to pay

Josh Schwartz   A pullback from platforms and a focus on product

Angèle Christin   Algorithms and the reflexive turn

Claire Wardle   Forget deepfakes: Misinformation is showing up in our most personal online spaces

Steve Henn   Smart speakers get smarter

Alexandra Borchardt   Newsrooms need to build trust with their journalists, not just the audience

Tushar Banerjee   Interactive ads will be the new face of display advertising

Rebecca Searles   From silos to Swiss Army knife teams

Millie Tran   There is no magic — you’ve got this

Nicholas Jackson   More transparency around newsroom decisions

Kate Myers   Journalism continues to be bad for democracy

Shannon McGregor   More bogus embedded tweets in our stories

Reyhan Harmanci   Selling more stories to Hollywood

AX Mina   The death of consensus, not the death of truth

Sarah Marshall   A return to destination journalism

Moreno Cruz Osório   Damaged credibility and a new threat in Brazil

Eric Nuzum   The year of the DIY podcast network

Laura E. Davis   More access, but not that kind

Simon Rogers   Data journalism becomes a global field

Matt Karolian   Publishers come to terms with being Facebook’s enablers

Adam B. Ellick   Video forensic reporting goes mainstream — and local

Heba Aly   The rise of international nonprofit news

Sue Robinson   Reporters go on the offensive

Brian Moritz   The subscription-pocalypse is about to hit

Meredith Artley   Huge demand for…anything but politics

Axie Navas   The traffic hunt, CMS battle, and magazine identity crises loom

Heather Chaplin   Agree we’re partisan — for the democratic system

Steve Grove   A reckoning for tech’s work with news

Kawandeep Virdee   Media wants to take care of you

Nik Usher   Three ways national media will further undermine trust

Linda Solomon Wood   The year of the climate reporter

Juleyka Lantigua   Podcasting battles East Coast bias

Gideon Lichfield   Goodbye attention economy, we’ll miss you

Jack Riley   Facebook refugees, from ad revenue to news habits

Bill Grueskin   Toward a symphony model for local news

Marie Shanahan   Newsrooms take the comments sections back from platforms

Lauren Katz   Community becomes a core newsroom value

Kristen Muller   Local news fails — in a good way

John Biewen   Podcasts keep getting better

Seema Yasmin   We will create our own spaces

Stephanie Edgerly   It’s time to understand the un-audience

Jake Shapiro   Podcasting is media’s slow food movement

Greg Emerson   Power to the user

Cindy Royal   For journalism curriculum to change, its faculty needs disruption

Pablo Boczkowski   Reimagining the media for post-institutional times

Candis Callison   Learn from Indigenous journalists on covering climate change

Heather Bryant   We are responsible for how we use our power

Matt Skibinski   Quality and reliability are the new currencies for publishers

Glyn Mottershead and Martin Chorley   When a tech company pulls the plug on your story

Andrew Donohue   Voting rights becomes the new climate change

Cory Bergman   Journalism as a technology service

Adam Thomas   In Europe, foundations invest in news

Ruth Palmer and Benjamin Toff   From news fatigue to news avoidance

Elizabeth Dunbar   Local reporters reflect on what’s not important

Elizabeth Jensen   Going where the Acela can’t take you

Robert Hernandez   Racists and sexists get replaced

Joe Amditis   Give the audience a seat at the table

Julia Rubin   Meeting people where they are

Peter Cunliffe-Jones   The focus of misinformation debates shifts south

Tshepo Tshabalala   Ahead of African elections, unlock partnerships with fact-checkers

Salem Solomon   Correcting our corrections

Zuzanna Ziomecka   News leadership gets an overdue upgrade

M. Scott Havens   Time to swing for the fences

Ole Reißmann   The rise of vertical storytelling

J. Siguru Wahutu   Think 2018 was bad? Wait until you see 2019

Nathalie Malinarich   Video — yes, video

Andrew Ramsammy   The great re-pivot to audio

Efrat Nechushtai   Journalism wants to be your friend, not your teacher

Gabriel Snyder   Journalism doesn’t fit well in a funnel

Ernst-Jan Pfauth   Readers are only getting started

Borja Bergareche Sainz de los Terreros   Entering a more balanced era

Jonathan Gill   Publishers build a common tech platform together

Soo Oh   Just showing our work isn’t enough

Elite Truong   What do we owe the next generation?

Francesco Zaffarano   Towards a rethinking of journalism on social media

Shalabh Upadhyay   A culture clash on India’s growing Internet

Ernie Smith   The year we step back from the platform

Carl Bialik   Fatigued news consumers will pay more for less news

Geetika Rudra   The year of actionable (local) journalism

Catalina Albeanu   Being responsible for what we don’t know

P. Kim Bui   The misfits become the bosses

Thomas Hanitzsch   The rise of tribal journalism

Hearken   Pivot to people

Ariel Zirulnick   Participation gets professional

Joanne McNeil   Building a digital hospice

Adam Smith   Platforms will have to help rebuild trust in news

Charo Henríquez   Pivot to journalism

Mario García   The rise of content “pilots”

Chase Davis   We can acknowledge what we don’t know

Rachel Glickhouse   Newsrooms will prioritize audience needs

Monique Judge   Committing to the truth, calling out lies

Eric Ulken   The year you actually start to like your CMS

Nico Gendron   Reaching Generation Z beyond the coasts

Mike Caulfield   Ditch the media literacy cynicism and get to work

Tyler Fisher   This is journalism’s do-or-die moment

Elizabeth Bramson-Boudreau   A more sincere definition of “community”

Cristi Hegranes   A year to invest in the security of local journalists

Victor Pickard   We will finally confront systemic market failure

Darryl Holliday   Let’s talk about power (yours)

Michael Rain   The year of the culturally relevant curator

Renan Borelli   Developing loyalty means developing your talent

Peter Bale   Venture capital runs out of patience

Jenée Desmond-Harris   It finally sinks in that some people aren’t white

Rasmus Kleis Nielsen   A long, slow slog, with no one coming to the rescue

A.J. Bauer   The coming splintering of conservative media

Kjerstin Thorson   Time to get mad about information inequality (again)

Julie Posetti   The year of the fight back

Nisha Chittal   The homepage makes a comeback

Ben Smith   The pendulum starts to swing back

Jennifer Dargan   You don’t build diversity through one-off training sessions

Jean Friedman Rudovsky   Cross-newsroom collaborations strengthen communities

Celeste LeCompte   Local news needs local conversation to survive

Ståle Grut   A new dawn for 3D tech in journalism

Mandy Jenkins   Fight the urge to run away from social media

Emma Carew Grovum   The year of the loyal reader

Dan Shanoff   Bet on sports gambling

Rick Berke   The year of loyalty

Mike Rispoli and Craig Aaron   Government funds local news — and that’s a good thing

Mariana Moura Santos   From pageviews to impact

Jonathan Stray   More algorithmic accountability reporting, and a lot of it will be meh

Kainaz Amaria   We consider who’s behind the camera

LaToya Drake   Listen up: New stories, new storytellers

Joel Konopo   Influencers become the new liberated power in Africa

Jesse Brown   Canada’s subsidy for news backfires

Amy Schmitz Weiss   Local news isn’t where you thought it was

Manoush Zomorodi   Tech will do for information overload what it did for mindfulness

Robin Kwong   Tech shouldn’t be the only field pollinating “news nerds”

Andrea Faye Hart   Doing less harm, not just more good

Sue Cross   Return of the water cooler

Libby Bawcombe   Haikus of the news

Christa Scharfenberg and Vickie Baranetsky   The year of the lawsuit

Michael Grant   More newsrooms experiment their way to success

Zizi Papacharissi   Old interface, say hello to the new interface

Mandy Velez   Putting the social back in social media

Jeff Chin   We detox from Chartbeat

Matt Waite   “I went to Node.js because I wished to live deliberately”

Colleen Shalby   Representation becomes more than a talking point

Rebecca Lee Sanchez   We are all actors in the running rampant of political theater

Tim Carmody   Unlocking the commons

Whitney Phillips   Our information systems aren’t broken — they’re working as intended

Rodney Gibbs   A bright — and young — year for audio

Jonas Kaiser   Catching up with “Neuland”

Seth C. Lewis   The gap between journalism and research is too wide

Rachel Davis Mersey   Local news goes minimalist

Almar Latour   Reported facts, weaponized in service of action

Frank Mungeam   Tonight at 11: News, sports, and climate change

Mat Yurow   Content competition from the tech companies

Zainab Khan   Publishers whose products can stand up to social media giants will win

Carolina Guerrero   Spanish-language audio blows up

Talia Stroud   Engaging people across lines of difference

Steve Myers   From trying to cover it all to covering what matters

Amy King   We should listen to the kids (especially on Instagram)

Johannes Klingebiel   We all grow hooves

Ben Werdmuller   The platform tide is turning

John Saroff   The pivot to reader revenue’s unintended consequences

Alberto Cairo   A year of uncertainty and confidence

Annie Rudd   A more intimate aesthetic of politics — on Insta

Dheerja Kaur   A focus on problems, not platforms

Sarah Alvarez   Simplify and redistribute

Angilee Shah   The year news orgs say “yes” to real leaders

Cherian George   Fake news wins in Asia

Tamar Charney   Seriously: What do you do for people?

Don Day   Timewalls and other reader revenue experiments

Jared Newman   AI-generated fakes launch a software arms race

Elva Ramirez   News — but make it cinematic

Masuma Ahuja   Make foreign coverage less foreign

Jeremy Gilbert   AI finally becomes helpful

Kelsey Proud   Journalism becomes the escape

Hossein Derakhshan   The news is dying, but journalism will not — and should not

Jesse Holcomb   We’ll get better at making the case for local journalism

Winny de Jong   Data journalism goes undercover

Frank Chimero   Leave the phone at home and put news on your wrist

Becca Aaronson   From bridge roles to product thinkers

Errin Haines   Say it with me: Racism

Jim Friedlich   Meet Citizen Kane 2.0

Elisabeth Goodridge   Yes, they signed up — but our job’s not over

Bill Adair   Another year fighting Trump’s falsehoods

Simon Galperin   After capitalism’s fire, journalism’s secondary succession

Sarah Stonbely   Mapping the local news ecosystem — with scale but detail

Matthew Pressman   The battle over objectivity intensifies

Knight Foundation   A year of local collaboration

Pia Frey   You can’t solve a crisis without treating it as a crisis

Justin Kosslyn   Text hits a tipping point

Umbreen Bhatti   The story doesn’t end for the people we quote

Rishad Patel   A design system for responsible publishing

Joshua P. Darr   The nationalization of political news will accelerate

Carrie Brown   Advocating a healthy civic life is no journalistic crime

Kevin D. Grant   A year to embrace journalism as public service

Renée Kaplan   Our future could lie within our own organizations

Patrick Butler   Measuring impact will increase audience trust

Alexis Lloyd & Matt Boggie   The year product leads media

Taylor Lorenz   Personal branding is more powerful than ever

Francesco Marconi   The year of iterative journalism

Craig Newmark   The end of “loudspeakers for liars”

John Garrett   You can’t raise prices forever

Betsy O'Donovan and Melody Kramer   The most beautiful sentence in 2019 is “No.”

Callie Schweitzer   The rise of the conveners