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Found 4 papers, 2 papers with code
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks
Growing applications of large language models (LLMs) trained by a third party raise serious concerns on the security vulnerability of LLMs. It has been demonstrated that malicious actors can covertly exploit these vulnerabilities in LLMs through poisoning attacks aimed at generating undesirable outputs.
D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments
How can we perform both tasks in-house, i. e., without any post-hoc processing, so that both detection and assignment can benefit simultaneously from each other?
An Efficient Protocol for Distributed Column Subset Selection in the Entrywise $\ell_p$ Norm
We give a distributed protocol with nearly-optimal communication and number of rounds for Column Subset Selection with respect to the entrywise {$\ell_1$} norm ($k$-CSS$_1$), and more generally, for the $\ell_p$-norm with $1 \leq p < 2$.
Characterizing Allegheny County Opioid Overdoses with an Interactive Data Explorer and Synthetic Prediction Tool
The United States has an opioid epidemic, and Pennsylvania's Allegheny County is among the worst.
Applications Populations and Evolution
