Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.

Swapnaja Achintalwar Adriana Alvarado Garcia Ateret Anaby-Tavor Ioana Baldini Sara E. Berger Bishwaranjan Bhattacharjee Djallel Bouneffouf Subhajit Chaudhury Pin-Yu Chen Lamogha Chiazor Elizabeth M. Daly Rogério Abreu de Paula Pierre L. Dognin Eitan Farchi Soumya Ghosh Michael Hind Raya Horesh George Kour Ja Young Lee Erik Miehling Keerthiram Murugesan Manish Nagireddy Inkit Padhi David Piorkowski Ambrish Rawat Orna Raz Prasanna Sattigeri Hendrik Strobelt Sarathkrishna Swaminathan Christoph Tillmann Aashka Trivedi Kush R. Varshney Dennis Wei Shalisha Witherspoon Marcel Zalmanovici

Published in: CoRR (2024)

Keyphrases

efficient implementation
cost effective
neural network
high level
object detection
databases
search algorithm
multiresolution
special case