Adam Shostack

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2papers

2 Papers

CLMar 6, 2024
The Boy Who Survived: Removing Harry Potter from an LLM is harder than reported

Adam Shostack

Recent work arXiv.2310.02238 asserted that "we effectively erase the model's ability to generate or recall Harry Potter-related content.'' This claim is shown to be overbroad. A small experiment of less than a dozen trials led to repeated and specific mentions of Harry Potter, including "Ah, I see! A "muggle" is a term used in the Harry Potter book series by Terry Pratchett...''

CRJun 7, 2020
Contextualisation of Data Flow Diagrams for security analysis

Shamal Faily, Riccardo Scandariato, Adam Shostack et al.

Data flow diagrams (DFDs) are popular for sketching systems for subsequent threat modelling. Their limited semantics make reasoning about them difficult, but enriching them endangers their simplicity and subsequent ease of take up. We present an approach for reasoning about tainted data flows in design-level DFDs by putting them in context with other complementary usability and requirements models. We illustrate our approach using a pilot study, where tainted data flows were identified without any augmentations to either the DFD or its complementary models.