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Found 8 papers, 1 papers with code
A Picture is Worth a Thousand Prompts? Efficacy of Iterative Human-Driven Prompt Refinement in Image Regeneration Tasks
With AI-generated content becoming ubiquitous across the web, social media, and other digital platforms, it is vital to examine how such content are inspired and generated.
Promptly Yours? A Human Subject Study on Prompt Inference in AI-Generated Art
The emerging field of AI-generated art has witnessed the rise of prompt marketplaces, where creators can purchase, sell, or share prompts for generating unique artworks.
Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs
We implement two different federated learning architectures -- with model splitting and without model splitting -- that have different privacy and performance implications.
We Have a Package for You! A Comprehensive Analysis of Package Hallucinations by Code Generating LLMs
The reliance of popular programming languages such as Python and JavaScript on centralized package repositories and open-source software, combined with the emergence of code-generating Large Language Models (LLMs), has created a new type of threat to the software supply chain: package hallucinations.
Towards a Game-theoretic Understanding of Explanation-based Membership Inference Attacks
By means of a comprehensive set of simulations of the proposed game model, we assess different factors that can impact the capability of an adversary to launch MIA in such repeated interaction settings.
A Game-theoretic Understanding of Repeated Explanations in ML Models
This paper formally models the strategic repeated interactions between a system, comprising of a machine learning (ML) model and associated explanation method, and an end-user who is seeking a prediction/label and its explanation for a query/input, by means of game theory.
Zoom on the Keystrokes: Exploiting Video Calls for Keystroke Inference Attacks
Due to recent world events, video calls have become the new norm for both personal and professional remote communication.
A Game-Theoretic Analysis of Shard-Based Permissionless Blockchains
However, one significant research gap is a lack of understanding of the strategic behavior of rational processors within committees in such shard-based consensus protocols.
Computer Science and Game Theory
