Fortifying Ethical Boundaries in AI: Advanced Strategies for Enhancing
Security in Large Language Models

Fortifying Ethical Boundaries in AI: Advanced Strategies for Enhancing Security in Large Language Models

27 January 2024

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Papers citing "Fortifying Ethical Boundaries in AI: Advanced Strategies for Enhancing Security in Large Language Models"

14 / 14 papers shown

Title
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 239 471 0 14 Oct 2023
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks Alexander Robey Eric Wong Hamed Hassani George J. Pappas AAML 120 255 0 05 Oct 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 98 55 0 03 Aug 2023
Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks Fatemehsadat Mireshghallah Kartik Goyal Archit Uniyal Taylor Berg-Kirkpatrick Reza Shokri MIALM 59 166 0 08 Mar 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 177 667 0 07 Feb 2022
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 119 1,042 0 08 Dec 2021
Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang Chiyu Wu Louis-Philippe Morency Ruslan Salakhutdinov 97 393 0 24 Jun 2021
Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets Irene Solaiman Christy Dennison 99 225 0 18 Jun 2021
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 75 234 0 14 Oct 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 123 1,014 0 28 Apr 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 114 939 0 27 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 468 20,317 0 23 Oct 2019
Does Gender Matter? Towards Fairness in Dialogue Systems Haochen Liu Jamell Dacon Wenqi Fan Hui Liu Zitao Liu Jiliang Tang 135 144 0 16 Oct 2019
Deep reinforcement learning from human preferences Paul Christiano Jan Leike Tom B. Brown Miljan Martic Shane Legg Dario Amodei 216 3,365 0 12 Jun 2017

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