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  • reward hacking Model stealing, rewarding hacking and poisoning attacks: a taxonomy of machine learning's failure modes Cory Doctorow
  • deep reinforcement Tiny alterations in training data can introduce "backdoors" into machine learning models Cory Doctorow
  • cat and mouse games Researchers think that adversarial examples could help us maintain privacy from machine learning systems Cory Doctorow
  • machine hallucinations Surveillance camera hallucinates face in the snow, won't shut up about it Cory Doctorow
  • this decision cannot be appealed Announcement of Tumblr's sale to WordPress classified as pornography by Tumblr's notorious "adult content" filter Cory Doctorow
  • ALPRs Adversarial Fashion: clothes designed to confuse license-plate readers Cory Doctorow
  • clarke's third law "Intellectual Debt": It's bad enough when AI gets its predictions wrong, but it's potentially WORSE when AI gets it right Cory Doctorow
  • adversarial preturbations Autonomous vehicles fooled by drones that project too-quick-for-humans road-signs Cory Doctorow
  • check your priors Towards a method for fixing machine learning's persistent and catastrophic blind spots Cory Doctorow
  • yolov2 A 40cm-square patch that renders you invisible to person-detecting AIs Cory Doctorow
  • lethal preturbation Small stickers on the ground trick Tesla autopilot into steering into opposing traffic lane Cory Doctorow
  • can't tell the players without a program Towards a general theory of "adversarial examples," the bizarre, hallucinatory motes in machine learning's all-seeing eye Cory Doctorow
  • female-presenting nipples Tumblr's porn filter blocked Tumblr's images illustrating what Tumblr's porn filter won't block Cory Doctorow
  • perceptual ad-blocking Researchers claim to have permanently neutralized ad-blocking's most promising weapons Cory Doctorow
  • cda 230 Hate-speech detection algorithms are trivial to fool Cory Doctorow
  • image classifiers There's a literal elephant in machine learning's room Cory Doctorow
  • everything looks like a nail Law professors and computer scientists mull whether America's overbroad "hacking" laws ban tricking robots Cory Doctorow
  • stupid ai Invisible, targeted infrared light can fool facial recognition software into thinking anyone is anyone else Cory Doctorow
  • only outlaws have 3d printers A proposal to stop 3D printers from making guns is a perfect parable of everything wrong with information security Cory Doctorow
  • adversarial preturbations Machine learning models keep getting spoofed by adversarial attacks and it's not clear if this can ever be fixed Cory Doctorow
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