Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development

19 July 2023

Papers citing "Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development"

8 / 8 papers shown

Title
What Is AI Safety? What Do We Want It to Be? Jacqueline Harding Cameron Domenico Kirk-Giannini 68 0 0 05 May 2025
From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems Yining Hong Christopher S. Timperley Christian Kastner 103 1 0 11 Feb 2025
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 73 0 0 12 Nov 2024
AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations Adam Dahlgren Lindstrom Leila Methnani Lea Krause Petter Ericson Ínigo Martínez de Rituerto de Troya Dimitri Coelho Mollo Roel Dobbe ALM 39 2 0 26 Jun 2024
BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators Yu Tian Xiao Yang Yinpeng Dong Heming Yang Hang Su Jun Zhu AAML 34 4 0 23 Feb 2024
Harm Amplification in Text-to-Image Models Susan Hao Renee Shelby Yuchi Liu Hansa Srinivasan Mukul Bhutani Burcu Karagol Ayan Ryan Poplin Shivani Poddar Sarah Laszlo 34 7 0 01 Feb 2024
From plane crashes to algorithmic harm: applicability of safety engineering frameworks for responsible ML Shalaleh Rismani Renee Shelby A. Smart Edgar W. Jatho Joshua A. Kroll AJung Moon Negar Rostamzadeh 37 36 0 06 Oct 2022
Red-Teaming the Stable Diffusion Safety Filter Javier Rando Daniel Paleka David Lindner Lennard Heim Florian Tramèr DiffM 124 183 0 03 Oct 2022