大模型对齐与安全

Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations

Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.AI

Comments SAE International Journal of Connected and Automated Vehicles

Improving the Robustness of Large Language Models via Consistency Alignment

Yukun Zhao, Lingyong Yan, Weiwei Sun, Guoliang Xing, Shuaiqiang Wang, Chong Meng, Zhicong Cheng, Zhaochun Ren, Dawei Yin

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.CL

Comments Accepted by LREC-COLING 2024

Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models

Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Hȧkan Sivencrona, Christian Berger

专题命中 安全评测 ：safety(title,abstract)；分类 cs.AI

Comments Accepted in CAIN 2024, 6 pages, 1 figure

VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI

Soumi Das, Shubhadip Nag, Shreyyash Sharma, Suparna Bhattacharya, Sourangshu Bhattacharya

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

Comments Accepted in ICLR 2024 DMLR workshop

When Industry meets Trustworthy AI: A Systematic Review of AI for Industry 5.0

Eduardo Vyhmeister, Gabriel G. Castane

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.CY

Comments Review Manuscript

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware

Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe R. Cogo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei Lin, Wali Mohammad Abdullah, Zhen Ming Jiang

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.AI

Inherent Diverse Redundant Safety Mechanisms for AI-based Software Elements in Automotive Applications

Mandar Pitale, Alireza Abbaspour, Devesh Upadhyay

专题命中 安全评测 ：safety(title,abstract)；分类 cs.AI

Comments This article is accepted for the SAE WCX 2024 conference proceedings

Ensuring trustworthy and ethical behaviour in intelligent logical agents

Stefania Costantini

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.AI

Journal ref Journal of Logic and Computation, Volume 32, Issue 2, March 2022, Pages 443-478

Deep Semantic-Visual Alignment for Zero-Shot Remote Sensing Image Scene Classification

Wenjia Xu, Jiuniu Wang, Zhiwei Wei, Mugen Peng, Yirong Wu

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.AI

Comments Published in ISPRS P&RS. The code is available at https://github.com/wenjiaXu/RS_Scene_ZSL

Journal ref ISPRS Journal of Photogrammetry and Remote Sensing, Volume 198, 2023, Pages 140-152

How to Assess Trustworthy AI in Practice

Roberto V. Zicari, Julia Amann, Frédérick Bruneault, Megan Coffee, Boris Düdder, Eleanore Hickman, Alessio Gallucci, Thomas Krendl Gilbert, Thilo Hagendorff, Irmhild van Halem, Elisabeth Hildt, Sune Holm, Georgios Kararigas, Pedro Kringen, Vince I. Madai, Emilie Wiinblad Mathez, Jesmin Jahan Tithi, Dennis Vetter, Magnus Westerlund, Renee Wurth

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.CY

Comments On behalf of the Z-Inspection$^{\small{\circledR}}$ initiative (2022)

Informal Safety Guarantees for Simulated Optimizers Through Extrapolation from Partial Simulations

Luke Marks

专题命中 安全评测 ：safety(title)；alignment(abstract)；分类 cs.LG

Comments 17 pages, 0 figures

Blockchain-enabled Trustworthy Federated Unlearning

Yijing Lin, Zhipeng Gao, Hongyang Du, Jinke Ren, Zhiqiang Xie, Dusit Niyato

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability

Xiaojie Wang, Beibei Wang, Yu Wu, Zhaolong Ning, Song Guo, Fei Richard Yu

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

Comments 25 pages, 6 figures, 8 tables

U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Making

Ritwik Vashistha, Arya Farahi

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

The Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

Neeraj Varshney, Pavel Dolin, Agastya Seth, Chitta Baral

专题命中 安全评测 ：safety(title,abstract)；分类 cs.CL

What You See is What You Read? Improving Text-Image Alignment Evaluation

Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.CL

Comments Accepted to NeurIPS 2023. Website: https://wysiwyr-itm.github.io/

Causal prediction models for medication safety monitoring: The diagnosis of vancomycin-induced acute kidney injury

Izak Yasrebi-de Kom, Joanna Klopotowska, Dave Dongelmans, Nicolette De Keizer, Kitty Jager, Ameen Abu-Hanna, Giovanni Cinà

专题命中 安全评测 ：safety(title,abstract)；分类 cs.LG

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 14 pages

Towards Safer Generative Language Models: A Survey on Safety Risks, Evaluations, and Improvements

Jiawen Deng, Jiale Cheng, Hao Sun, Zhexin Zhang, Minlie Huang

专题命中 安全评测 ：safety(title,abstract)；分类 cs.AI

An Empirical Investigation into Benchmarking Model Multiplicity for Trustworthy Machine Learning: A Case Study on Image Classification

Prakhar Ganesh

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.LG

Comments Accepted at WACV 2024

Trustworthy AI: Deciding What to Decide

Caesar Wu, Yuan-Fang Li, Jian Li, Jingjing Xu, Bouvry Pascal

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.AI

Comments 20 pages

SPA: A Graph Spectral Alignment Perspective for Domain Adaptation

Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.AI

Comments NeurIPS 2023 camera ready

Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment

Sky CH-Wang, Arkadiy Saakyan, Oliver Li, Zhou Yu, Smaranda Muresan

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.CL

Comments EMNLP 2023 Main Conference (Long Paper)

Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment

Manoj Vishwanath, Steven Cao, Nikil Dutt, Amir M. Rahmani, Miranda M. Lim, Hung Cao

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.LG

Towards Trustworthy Artificial Intelligence for Equitable Global Health

Hong Qin, Jude Kong, Wandi Ding, Ramneek Ahluwalia, Christo El Morr, Zeynep Engin, Jake Okechukwu Effoduh, Rebecca Hwa, Serena Jingchuan Guo, Laleh Seyyed-Kalantari, Sylvia Kiwuwa Muyingo, Candace Makeda Moore, Ravi Parikh, Reva Schwartz, Dongxiao Zhu, Xiaoqian Wang, Yiye Zhang

专题命中 安全评测 ：trustworthy(title,abstract)；分类 cs.CY

Comments 7 pages

Reentry Risk and Safety Assessment of Spacecraft Debris Based on Machine Learning

Hu Gao, Zhihui Li, Depeng Dang, Jingfan Yang, Ning Wang

专题命中 安全评测 ：safety(title,abstract)；分类 cs.LG

Conversational Ontology Alignment with ChatGPT

Sanaz Saki Norouzi, Mohammad Saeid Mahdavinejad, Pascal Hitzler

专题命中 安全评测 ：alignment(title,abstract)；分类 cs.CL

A Benchmark for Understanding Dialogue Safety in Mental Health Support

Huachuan Qiu, Tong Zhao, Anqi Li, Shuai Zhang, Hongliang He, Zhenzhong Lan

专题命中 安全评测 ：safety(title,abstract)；分类 cs.CL

Comments accepted to The 12th CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC2023)

Risk assessment at AGI companies: A review of popular risk assessment techniques from other safety-critical industries

Leonie Koessler, Jonas Schuett

专题命中 安全评测 ：safety(title,abstract)；分类 cs.CY

Comments 44 pages, 13 figures, 9 tables

ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance

Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit Sheth

专题命中 安全评测 ：safety(title,abstract)；分类 cs.CL

Journal ref Front. Big Data, 09 January 2023, Sec. Data Science, Volume 5 - 2022

Safety of autonomous vehicles: A survey on Model-based vs. AI-based approaches

Dimia Iberraken, Lounis Adouane

专题命中 安全评测 ：safety(title,abstract)；分类 cs.AI