equalAIs @EqualAIsOrg
Empowering people and thwarting machines. Project created @BKCHarvard @medialab 2018 Assembly. equalais.media.mit.edu Joined April 2018-
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🔥🙏🏽 Thank you @SamGregory we are truly humbled!
I'm speaking at the 1st Deep Learning and Security workshop (co-located with @IEEESSP ) at 1:30 today: ieee-security.org/TC/SPW2018/DLS/ I'll discuss research into defenses against adversarial examples, including future directions. Slides and lecture notes here: iangoodfellow.com/slides/2018-05…
This paper shows how to make adversarial examples with GANs. No need for a norm ball constraint. They look unperturbed to a human observer but break a model trained to resist large perturbations. arxiv.org/pdf/1805.07894…
Watch how Amazon’s collaboration with law enforcement on facial recognition can make sci-fi police states a reality:
Today we join the @ACLU and a coalition of 40 civil rights orgs in demanding that @amazon stop providing its facial recognition surveillance tool to government law enforcement agencies: aclunc.org/news/emails-sh…
“We already know that facial recognition algorithms discriminate against Black faces, and are being used to violate the human rights of immigrants.” - @culturejedi aclunc.org/news/emails-sh…
Amazon should prohibit governments from using Rekognition, full stop. Join our action and urge Amazon to act swiftly. ACTION aclu.org/amazon-stop-se… /END
THREAD: ACLU-obtained docs reveal that Amazon is helping govts deploy its dangerous new facial recognition technology. Today 40 civil rights orgs are demanding Amazon prohibit govts from using this service, called Rekognition. 1/ aclunc.org/rekognition-an…
“We are hoping to get answers to help determine the unintended consequences and imperfections in the plan to deploy facial recognition technologies widely, including a deeper understanding of the limitations and biases in the machine learning algorithms.” aclum.org/uncategorized/…
Feeling a bit better about ability to combat #DeepFakes. FaceForensics uses machine learning to detect if a video of a face is real w 98% accuracy. Or look to see if pixels get redder when heart pumps. Nat Inst of Standards& Tech: Media Forensics Challenge cjr.org/tow_center/rep…
This is the exciting announcement!! Proud to build on the work we started @BKCHarvard @medialab 😬🤗🙏🏽
🙌🏽👍🏽💯
I don't normally take any meetings before 09:00 but when I do, it is for @SamGregory @witnessorg + @EqualAIsOrg adversarial attacks.
@peterktodd @LiaraRoux There is also an interesting new project called @EqualAIsOrg at equalais.media.mit.edu that uses machine learning itself to inject strategic noise into photos to thwart face recognition
Self-driving cars are often used an example of how adversarial attacks can do harm in the real world. In our new preprint, @samfin55, @zakkohane, and I argue that medicine is the perfect storm of incentive + opportunity for adversarial attacks: arxiv.org/abs/1804.05296
We are happy to announce the #NIPS2018 #AdversarialVisionChallenge! It's designed to inspire progress towards more robust vision models & real-world attacks. Great to team up with @GoogleResearch, @crowd_ai and @PennState & to have @awscloud as a sponsor! crowdai.org/challenges/nip…
And @Equal41s, empowering people and thwarting machines through adversarial attacks on image detection models. Congrats to all the @BKCHarvard @medialab #assembly2018 teams!

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