Papers of the day   All papers

Evading Real-Time Person Detectors by Adversarial T-shirt


Ben Tarnoff: Researchers have developed an "adversarial T-shirt" that's capable of confusing certain kinds of object detection systems based on deep neural networks. I feel like there's a streetwear collection in here somewhere... h/t @jackclarkSF's newsletter.

10 replies, 159 likes

Jack Clark: 2013: Adversarial examples discussed: 2017: Adversarial 3D objects 2017: Adversarial street signs: 2019: Adversarial t-shirts which are (somewhat) robust to fabric deformations

3 replies, 133 likes

Joe Weisenthal: This seems like it could be really big. T-shirts featuring designs made to confuse image-recognition systems via @jackclarkSF's newsletter

4 replies, 103 likes

hardmaru ūüė∑: Evading Real-Time Person Detectors by Adversarial T-shirt They show that precious state-of-the-art adversarial patch methods only work ~27% of the time for person detection. They developed T-shirts to attack YOLOv2 and Faster R-CNN simultaneously.

2 replies, 72 likes

William Gibson: "Well suck me raw with a breast pump!" --Texan expression of amazement, learned long ago from @bruces. Thanks. Now I'll no longer be able to deny that this happens. (Though BTW, the UTS was @bruces's idea, in correspondence.)

0 replies, 50 likes

Jared Spool: Everyone’s a designer. Never forget that.

1 replies, 40 likes

Pin-Yu Chen: More details about how we make this adversarial T-Shirt can be found at -- This ugly t-shirt makes you invisible to facial recognition tech

3 replies, 34 likes

Jack Clark: Adversarial t-shirts! Stanford HAI calls for $12bn a year in US gov funding for AI! When might robots have their ImageNet moment and how would we tell? DoD releases its AI principles! + more, including a story about robot repair Read Import AI 171 here:

2 replies, 33 likes

Balaji S. Srinivasan: Next level would be wearable displays.

4 replies, 22 likes

Toby Walsh: Evading face recognition software with adversarial t-shirts

1 replies, 20 likes

David Cox: @sifutweety @GreatDismal @bruces That project was the brainchild of @sijialiu17 from my team @MITIBMLab "Adversarial T-shirt! Evading Person Detectors in A Physical World" Kaidi Xu, Gaoyuan Zhang, Sijia Liu, Quanfu Fan, Mengshu Sun, Hongge Chen, Pin-Yu Chen, Yanzhi Wang, Xue Lin

1 replies, 18 likes

Arrigo Triulzi: K. Xu et al., ‚ÄúEvading Real-Time Person Detectors by Adversarial T-shirt‚ÄĚ [‚Ķa robust physical adversarial example for evading person detectors even if it suffers from deformation due to a moving person's pose change‚Ķ 79% and 63% attack success rates‚Ķ]

0 replies, 17 likes

Ewen Harrison: Computer vision is still very easy to fool. Here‚Äôs an ‚Äúadversarial t-shirt‚ÄĚ that evades a real-time person detection algorithm. Hackers don‚Äôt have to hack. The model can be extracted and an attack designed. Much more of this to come.

2 replies, 16 likes

Rose Eveleth ‚Ė∑‚Ė∑: Oh man, maybe @flashforwardpod should start selling adversarial t-shirts to help listeners thwart facial recognition?

3 replies, 13 likes

James Vincent: Another example of an adversarial T-shirt foiling AI surveillance algorithms. Big difference here is making the adversarial image work on deformable cloth (earlier examples have had to be printed on inflexible surfaces). Success rates vary from ~50-80%

0 replies, 6 likes

Pin-Yu Chen: This reminds me of our real-time detection-evasion adversarial T-shirt Modern citizens certainly want to avoid being recorded/detected/monitored unknowingly Now imagine every one wearing this wrist jammer and adversarial T-shirt. What's next?

1 replies, 6 likes

Grady Booch: Boomer: tie-dyed t-shirts Now: adversarial t-shirts

1 replies, 5 likes

Michael Dempsey: More fun adversarial clothing to evade people detectors in the real world.

1 replies, 5 likes

Frank Denis: Evading Real-Time Person Detectors by Adversarial T-shirt

0 replies, 4 likes

Bryan Alexander: phrase of the day: adversarial T-shirts. "In this work, we propose Adversarial T-shirts, a robust physical adversarial example for evading person detectors even if it could undergo non-rigid deformation due to a moving person's pose changes."

1 replies, 3 likes

Enigmasec Team: Researchers design T-shirt to evade #ai #FacialRecognition

0 replies, 2 likes

tomaustin: Should all of us buy and wear "Adversarial T-shirts" to foil current facial-recognition technologies? Check out the work by researchers at Northeastern, MIT, and IBM. @AnalystSyndica1 Should the Analyst Syndicate get in the business?

0 replies, 2 likes

Jason Potts: I just like the phrase ‚Äėadversarial T-shirt‚Äô

1 replies, 2 likes

Victor Zuanazzi: Camouflage against surveillance may just get into fashion!

0 replies, 2 likes

Gant Laborde: What every #AI master needs for XMAS is an adversarial T-shirt! Shirts defeating AI - woah! Paper:

0 replies, 1 likes

arXiv CS-CV: Evading Real-Time Person Detectors by Adversarial T-shirt

0 replies, 1 likes

Paul Blankley: In addition to an AI-generated t-shirt, you can now get a t-shirt to avoid detection by AI systemsūü§Ē

0 replies, 1 likes

Sebastian: Just went through some #ECCV papers and saw 2 really cool papers on adversarial t-shirts for evading person detectors which works really well across different architectures #MachineLearning

0 replies, 1 likes

electronic max: Adversarial fashion: t-shirts that trip up common person/face detection algorithms : &

0 replies, 1 likes

JohnMeuser: A design selected by consequences from variations

0 replies, 1 likes


Found on Nov 04 2019 at

PDF content of a computer science paper: Evading Real-Time Person Detectors by Adversarial T-shirt