8 papers
Occluded Oculus: Operationalizing Stylistic Obscurement
Robert Dilworth
What did it take for Hermes, the devout messenger of the Olympian gods, to slay Argus Panoptes, the multi-eyed giant of Greek myth? As the perfect guardian, Panoptes' legion of eve…
Hijacking Text Heritage: Hiding the Human Signature through Homoglyphic Substitution
Robert Dilworth
In what way could a data breach involving government-issued IDs such as passports, driver's licenses, etc., rival a random voluntary disclosure on a nondescript social-media platfo…
StegoStylo: Squelching Stylometric Scrutiny through Steganographic Stitching
Robert Dilworth
Stylometry -- the identification of an author through analysis of a text's style (i.e., authorship attribution) -- serves many constructive purposes: it supports copyright and plag…
Tuning for TraceTarnish: Techniques, Trends, and Testing Tangible Traits
Robert Dilworth
In this study, we more rigorously evaluated our attack script , which leverages adversarial stylometry principles to anonymize the authorship of text-based m…
Unveiling Unicode's Unseen Underpinnings in Undermining Authorship Attribution
Robert Dilworth
When using a public communication channel -- whether formal or informal, such as commenting or posting on social media -- end users have no expectation of privacy: they compose a m…
Privacy Preservation through Practical Machine Unlearning
Robert Dilworth
Machine Learning models thrive on vast datasets, continuously adapting to provide accurate predictions and recommendations. However, in an era dominated by privacy concerns, Machin…