RoadTrip Attack uses beam search over adaptive geographic intermediate targets to produce stronger, more transferable, lower-visibility adversarial examples against retrieval-based image geolocalizers than PGD, FGSM, CW or GeoShield.
In: Choi, J., Friedland, G
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Defending from GeoLocalization through Adversarial Road Trips
RoadTrip Attack uses beam search over adaptive geographic intermediate targets to produce stronger, more transferable, lower-visibility adversarial examples against retrieval-based image geolocalizers than PGD, FGSM, CW or GeoShield.