大模型对齐与安全 - arXivDaily 专题

2403.06128 2024-03-12 eess.IV cs.CV 78%

Low-dose CT Denoising with Language-engaged Dual-space Alignment

Zhihao Chen, Tao Chen, Chenhui Wang, Chuang Niu, Ge Wang, Hongming Shan

专题命中安全评测：alignment(title,abstract)

Comments 11 pages, 6 figures

2403.05135 2024-03-11 cs.CV 78%

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

Xiwei Hu, Rui Wang, Yixiao Fang, Bin Fu, Pei Cheng, Gang Yu

专题命中安全评测：alignment(title,abstract)

Comments Project Page: https://ella-diffusion.github.io/

2207.12515 2024-02-23 cs.IR 78%

A Survey on Trustworthy Recommender Systems

Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang

专题命中安全评测：trustworthy(title,abstract)

Comments Accepted by ACM Transactions on Recommender Systems (TORS)

2402.13232 2024-02-21 cs.CV cs.RO 78%

A Touch, Vision, and Language Dataset for Multimodal Alignment

Letian Fu, Gaurav Datta, Huang Huang, William Chung-Ho Panitch, Jaimyn Drake, Joseph Ortiz, Mustafa Mukadam, Mike Lambeta, Roberto Calandra, Ken Goldberg

专题命中安全评测：alignment(title,abstract)

2402.05893 2024-02-09 cs.HC 78%

Personalizing Driver Safety Interfaces via Driver Cognitive Factors Inference

Emily S Sumner, Jonathan DeCastro, Jean Costa, Deepak E Gopinath, Everlyne Kimani, Shabnam Hakimi, Allison Morgan, Andrew Best, Hieu Nguyen, Daniel J Brooks, Bassam ul Haq, Andrew Patrikalakis, Hiroshi Yasuda, Kate Sieck, Avinash Balachandran, Tiffany Chen, Guy Rosman

专题命中安全评测：safety(title,abstract)

Comments 12 pages, 7 figures

2111.14185 2024-01-23 cs.CR 78%

MALIGN: Explainable Static Raw-byte Based Malware Family Classification using Sequence Alignment

Shoumik Saha, Sadia Afroz, Atif Rahman

专题命中安全评测：alignment(title,abstract)

2401.00991 2024-01-03 cs.CR 78%

A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

Daniel Wankit Yip, Aysan Esmradi, Chun Fai Chan

专题命中安全评测：prompt injection(title,abstract)

Comments Accepted to be published in the Proceedings of The 10th IEEE CSDE 2023, the Asia-Pacific Conference on Computer Science and Data Engineering 2023

2312.02310 2023-12-06 cs.CV cs.AI cs.CL cs.LG 78%

VaQuitA: Enhancing Alignment in LLM-Assisted Video Understanding

Yizhou Wang, Ruiyi Zhang, Haoliang Wang, Uttaran Bhattacharya, Yun Fu, Gang Wu

专题命中安全评测：alignment(title)；分类 cs.CL、cs.AI、cs.LG

2311.17945 2023-12-01 cs.CV 78%

Contrastive Vision-Language Alignment Makes Efficient Instruction Learner

Lizhao Liu, Xinyu Sun, Tianhang Xiang, Zhuangwei Zhuang, Liuren Yin, Mingkui Tan

专题命中安全评测：alignment(title,abstract)

Comments 17 pages, 10 pages for main paper, 7 pages for supplementary

2206.15367 2023-11-29 stat.AP stat.ME 78%

Targeted learning in observational studies with multi-valued treatments: An evaluation of antipsychotic drug treatment safety

Jason Poulos, Marcela Horvitz-Lennon, Katya Zelevinsky, Tudor Cristea-Platon, Thomas Huijskens, Pooja Tyagi, Jiaju Yan, Jordi Diaz, Sharon-Lise Normand

专题命中安全评测：safety(title,abstract)

2310.07438 2023-10-12 cs.CV cs.RO 78%

DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction

Rezaul Karim, Soheil Mohamad Alizadeh Shabestary, Amir Rasouli

专题命中安全评测：alignment(title,abstract)

Comments 6 tables 4 figures

2306.14115 2023-09-12 cs.LG cs.AI cs.CL stat.ME stat.ML 78%

Towards Trustworthy Explanation: On Causal Rationalization

Wenbo Zhang, Tong Wu, Yunlong Wang, Yong Cai, Hengrui Cai

专题命中安全评测：trustworthy(title)；分类 cs.CL、cs.AI、cs.LG

Comments In Proceedings of the 40th International Conference on Machine Learning (ICML) GitHub Repository: https://github.com/onepounchman/Causal-Retionalization

2309.00920 2023-09-06 cs.MA 78%

Trustworthy Distributed Average Consensus based on Locally Assessed Trust Evaluations

Christoforos N. Hadjicostis, Alejandro D. Dominguez-Garcia

专题命中安全评测：trustworthy(title,abstract)

2309.00249 2023-09-04 cs.RO 78%

Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles

Yuhang Yang, Kalle Kujanpaa, Amin Babadi, Joni Pajarinen, Alexander Ilin

专题命中安全评测：safety(title,abstract)

Comments 6 pages; 5 figures; 2 tables

2202.02215 2023-06-22 cs.RO 78%

A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective

Wenhao Ding, Chejian Xu, Mansur Arief, Haohong Lin, Bo Li, Ding Zhao

专题命中安全评测：safety(title,abstract)

Comments 18 pages, 5 figures. IEEE Transactions on Intelligent Transportation Systems (T-ITS) 2023

2305.11291 2023-05-22 cs.HC 78%

A systematic review of safety-critical scenarios between automated vehicles and vulnerable road users

Aditya Deshmukh, Zifei Wang, Aaron Gunn, Huizhong Guo, Rini Sherony, Fred Feng, Brian Lin, Shan Bao, Feng Zhou

专题命中安全评测：safety(title,abstract)

2304.04514 2023-04-11 cs.CV 78%

DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment

Lewei Yao, Jianhua Han, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Hang Xu

专题命中安全评测：alignment(title,abstract)

Comments Accepted to CVPR2023

2303.04986 2023-03-10 cs.HC 78%

Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived Experiences

Mengdi Chu, Keyu Zong, Xin Shu, Jiangtao Gong, Zicong Lu, Kaimin Guo, Xinyi Dai, Guyue Zhou

专题命中安全评测：safety(title,abstract)

Comments 17 pages, 2 figures

Journal ref CHI 2023

2303.02635 2023-03-07 cs.CV cs.MM 78%

VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning

Kang Chen, Xiangqian Wu

专题命中安全评测：alignment(title,abstract)

2302.06613 2023-02-15 eess.IV 78%

Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography

Monica Hernandez, Ubaldo Ramon-Julvez, Elisa Vilades, Beatriz Cordon, Elvira Mayordomo, Elena Garcia-Martin

专题命中安全评测：trustworthy(title,abstract)

2301.11136 2023-01-27 stat.ML 78%

Conformal Prediction for Trustworthy Detection of Railway Signals

Léo Andéol, Thomas Fel, Florence De Grancey, Luca Mossina

专题命中安全评测：trustworthy(title,abstract)

2108.01599 2022-11-11 cs.HC 78%

A Gaze Data-based Comparative Study to Build a Trustworthy Human-AI Collaboration in Crash Anticipation

Yu Li, Muhammad Monjurul Karim, Ruwen Qin

专题命中安全评测：trustworthy(title)；safety(abstract)

Comments Revised and submitted to International Conference on Transportation and Development (ICTD 2023) on Nov 2022

2210.17291 2022-11-01 cs.IT math.IT 78%

SIX-Trust for 6G: Towards a Secure and Trustworthy 6G Network

Yiying Wang, Xin Kang, Tieyan Li, Haiguang Wang, Cheng-Kang Chu, Zhongding Lei

专题命中安全评测：trustworthy(title,abstract)

Comments 7 pages, 3 figures, under review

2206.09682 2022-11-01 cs.RO 78%

SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles

Chejian Xu, Wenhao Ding, Weijie Lyu, Zuxin Liu, Shuai Wang, Yihan He, Hanjiang Hu, Ding Zhao, Bo Li

专题命中安全评测：safety(title,abstract)

Comments Published as a conference paper at NeurIPS 2022 (Track on Datasets and Benchmarks)

2210.07198 2022-10-14 cs.CL cs.AI cs.LG 78%

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning

Arsene Fansi Tchango, Rishab Goel, Julien Martel, Zhi Wen, Gaetan Marceau Caron, Joumana Ghosn

专题命中安全评测：trustworthy(title)；分类 cs.CL、cs.AI、cs.LG

Comments Camera ready. NeurIPS 2022

2209.02403 2022-09-07 cs.HC 78%

Guidelines to Develop Trustworthy Conversational Agents for Children

Marina Escobar-Planas, Emilia Gómez, Carlos-D Martínez-Hinarejos

专题命中安全评测：trustworthy(title,abstract)

Comments 19 pages

2110.03083 2022-07-26 cs.CV cs.RO 78%

Construction Site Safety Monitoring and Excavator Activity Analysis System

Sibo Zhang, Liangjun Zhang

专题命中安全评测：safety(title,abstract)

2205.15757 2022-06-01 cs.DC cs.CR 78%

Dropbear: Machine Learning Marketplaces made Trustworthy with Byzantine Model Agreement

Alex Shamis, Peter Pietzuch, Antoine Delignat-Lavaud, Andrew Paverd, Manuel Costa

专题命中安全评测：trustworthy(title,abstract)

2204.00688 2022-04-05 cs.HC 78%

Designing AI for Online-to-Offline Safety Risks with Young Women: The Context of Social Matching

Douglas Zytko, Hanan Aljasim

专题命中安全评测：safety(title,abstract)

Comments Accepted to the ACM CSCW 2021 workshop "MOSafely: Building an Open-Source HCAI Community to Make the Internet a Safer Place For Youth"

2110.04983 2021-10-14 eess.SY cs.SY 78%

Understanding the Safety Requirements for Learning-based Power Systems Operations

Yize Chen, Daniel Arnold, Yuanyuan Shi, Sean Peisert

专题命中安全评测：safety(title,abstract)

Comments In submission

1. 安全评测 9419 篇

Low-dose CT Denoising with Language-engaged Dual-space Alignment

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

A Survey on Trustworthy Recommender Systems

A Touch, Vision, and Language Dataset for Multimodal Alignment

Personalizing Driver Safety Interfaces via Driver Cognitive Factors Inference

MALIGN: Explainable Static Raw-byte Based Malware Family Classification using Sequence Alignment

A Novel Evaluation Framework for Assessing Resilience Against Prompt Injection Attacks in Large Language Models

VaQuitA: Enhancing Alignment in LLM-Assisted Video Understanding

Contrastive Vision-Language Alignment Makes Efficient Instruction Learner

Targeted learning in observational studies with multi-valued treatments: An evaluation of antipsychotic drug treatment safety

DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction

Towards Trustworthy Explanation: On Causal Rationalization

Trustworthy Distributed Average Consensus based on Locally Assessed Trust Evaluations

Suicidal Pedestrian: Generation of Safety-Critical Scenarios for Autonomous Vehicles

A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective

A systematic review of safety-critical scenarios between automated vehicles and vulnerable road users

DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment

Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived Experiences

VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning

Explainable artificial intelligence toward usable and trustworthy computer-aided early diagnosis of multiple sclerosis from Optical Coherence Tomography

Conformal Prediction for Trustworthy Detection of Railway Signals

A Gaze Data-based Comparative Study to Build a Trustworthy Human-AI Collaboration in Crash Anticipation

SIX-Trust for 6G: Towards a Secure and Trustworthy 6G Network

SafeBench: A Benchmarking Platform for Safety Evaluation of Autonomous Vehicles

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning

Guidelines to Develop Trustworthy Conversational Agents for Children

Construction Site Safety Monitoring and Excavator Activity Analysis System

Dropbear: Machine Learning Marketplaces made Trustworthy with Byzantine Model Agreement

Designing AI for Online-to-Offline Safety Risks with Young Women: The Context of Social Matching

Understanding the Safety Requirements for Learning-based Power Systems Operations