Voice cloning at scale
Synthetic speech now takes seconds of source audio to produce. The ensemble flags artifacts that survive compression, so a newsroom can judge a leaked recording before it spreads.
Global Online Deepfake Detection System
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Authentication is now a precondition of reporting. Each submission is scored by an ensemble of detectors and reviewed by an analyst at the Northwestern Security & AI Lab, who documents what the evidence supports and what it does not.
Synthetic speech now takes seconds of source audio to produce. The ensemble flags artifacts that survive compression, so a newsroom can judge a leaked recording before it spreads.
Every edit leaves a trace. By modeling how compression, resampling, and generation each mark a file differently, analysts separate an altered clip from one merely re-encoded.
Reports arrive with a plain-language explanation, so an editor can act on the finding without a background in forensics.
Separating fact from fiction requires a lot more than merely subjecting the digital artifact to inspection as many of today's deepfake detectors do.
V. S. Subrahmanian
Principal Investigator, NSAIL
Political deepfakes remain largely unregulated in Illinois, even as they become harder than ever to spot.
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Generative tools have lowered the barrier to convincing fakes, and raised the cost of getting verification wrong.
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Manipulated media has been used to spread disinformation and perpetuate hoaxes across the internet.
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V. S. Subrahmanian, PhD
Principal Investigator, Professor at Northwestern University
Sarit Kraus, PhD
Professor at Bar-Ilan University
Ephraim Zimmerman
PhD Student at Northwestern University
Inaaya Firoz
Undergraduate at Northwestern University
Natalia Denisenko
AlumniPhD Student at Northwestern University
Marco Postiglione, PhD
AlumniPostdoctoral Scholar at Northwestern
University
Chiara Pulice, PhD
AlumniSenior Research Associate at Northwestern
University
Chongyang Gao, PhD
AlumniPhD Student at Northwestern University
Julian Baldwin
AlumniUndergraduate at Northwestern
University
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