This work proposes user behaviour fuzzing, a guided search over plausible user behaviours that can lead a model to violate its role specification, and introduces RoleFUZZER, a framework that adapts coverage-guided fuzzing from software testing to operationalise the search.
Kshitish Ghate, Michael Stephen Saxon, Tadayoshi Kohno et al.· 0 citations
Be My Eyes provides a volunteer-powered visual description service that connects over one million blind and low vision users with more than ten million volunteers for everyday visual assistance tasks as well as Be My AI, an AI-powered counterpart. In this work, we qualitatively analyze 1,428 one-, two-, and three-star...
benchDoor, a family of data poisoning attacks that exploits this incentive to serve as attack vectors both through their own data and through training resources that deliver improvements on them, is introduced.
Yi-Xin Wu, Rachel Hong, Jamie Morgenstern et al.· 0 citations
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