大模型对齐与安全

KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge

Jiyoung Lee, Minwoo Kim, Seungho Kim, Junghwan Kim, Seunghyun Won, Hwaran Lee, Edward Choi

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

Comments Accepted at ACL 2024 Findings (35 pages, 7 figures, 16 tables)

VALL-E R: Robust and Efficient Zero-Shot Text-to-Speech Synthesis via Monotonic Alignment

Bing Han, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Yanming Qian, Yanqing Liu, Sheng Zhao, Jinyu Li, Furu Wei

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

Comments 15 pages, 5 figures

Improved Emotional Alignment of AI and Humans: Human Ratings of Emotions Expressed by Stable Diffusion v1, DALL-E 2, and DALL-E 3

James Derek Lomas, Willem van der Maden, Sohhom Bandyopadhyay, Giovanni Lion, Nirmal Patel, Gyanesh Jain, Yanna Litowsky, Haian Xue, Pieter Desmet

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

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection

Hui Liu, Wenya Wang, Haoru Li, Haoliang Li

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

Comments Accepted by Findings of ACL 2024. 28 pages, 2 figures, 16 tables

Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence

José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser, Francisco Herrera

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

Comments 21 pages, 6 figures. Submitted to Information Sciences

Developing trustworthy AI applications with foundation models

Michael Mock, Sebastian Schmidt, Felix Müller, Rebekka Görge, Anna Schmitz, Elena Haedecke, Angelika Voss, Dirk Hecker, Maximillian Poretschkin

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

Comments 24 pages, 11 figures

Explainable, Interpretable & Trustworthy AI for Intelligent Digital Twin: Case Study on Remaining Useful Life

Kazuma Kobayashi, Syed Bahauddin Alam

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

Journal ref Engineering Applications of Artificial Intelligence 129 (2024): 107620

Lessons Learned in Performing a Trustworthy AI and Fundamental Rights Assessment

Marjolein Boonstra, Frédérick Bruneault, Subrata Chakraborty, Tjitske Faber, Alessio Gallucci, Eleanore Hickman, Gerard Kema, Heejin Kim, Jaap Kooiker, Elisabeth Hildt, Annegret Lamadé, Emilie Wiinblad Mathez, Florian Möslein, Genien Pathuis, Giovanni Sartor, Marijke Steege, Alice Stocco, Willy Tadema, Jarno Tuimala, Isabel van Vledder, Dennis Vetter, Jana Vetter, Magnus Westerlund, Roberto V. Zicari

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

Hyperbolic Delaunay Geometric Alignment

Aniss Aiman Medbouhi, Giovanni Luca Marchetti, Vladislav Polianskii, Alexander Kravberg, Petra Poklukar, Anastasia Varava, Danica Kragic

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

PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination

Anant Khandelwal

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

Comments Accepted at CVPR 2024 LIMIT, 12 pages, 8 Tables, 2 Figures

Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects

Junyu Lu, Dixiang Zhang, Songxin Zhang, Zejian Xie, Zhuoyang Song, Cong Lin, Jiaxing Zhang, Bingyi Jing, Pingjian Zhang

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

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