大模型对齐与安全

MAGE: Multimodal Alignment and Generation Enhancement via Bridging Visual and Semantic Spaces

Shaojun E, Yuchen Yang, Jiaheng Wu, Yan Zhang, Tiejun Zhao, Ziyan Chen

机构 * Global Tone Communication Technology Co., Ltd.（全球 tone 通信技术有限公司） ； Faculty of computing, Harbin Institute of Technology（哈尔滨工业大学计算机学院） ； School of Computer Science and Technology, Beijing Jiaotong University（北京交通大学计算机科学与技术学院） 纠错

专题命中 安全评测 ：alignment(title,abstract)

Comments 9 pages

Leveraging Trustworthy AI for Automotive Security in Multi-Domain Operations: Towards a Responsive Human-AI Multi-Domain Task Force for Cyber Social Security

Vita Santa Barletta, Danilo Caivano, Gabriel Cellammare, Samuele del Vescovo, Annita Larissa Sciacovelli

专题命中 安全评测 ：trustworthy(title,abstract)

Comments 13 pages, 6 figures, 1 table

Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment

Angelos Zavras, Dimitrios Michail, Begüm Demir, Ioannis Papoutsis

机构 * organization= Orion Lab, National Observatory of Athens \& National Technical University of Athens , country= Greece ； organization= Department of Informatics \& Telematics, Harokopio University of Athens , country= Greece ； organization= Faculty of Electrical Engineering ； organization= BIFOLD - Berlin Institute for the Foundations of Learning 纠错

专题命中 安全评测 ：alignment(title,abstract)

Comments Accepted at the ISPRS Journal of Photogrammetry and Remote Sensing. Our code implementation and weights for all experiments are publicly available at https://github.com/Orion-AI-Lab/MindTheModalityGap

Alignment and Adversarial Robustness: Are More Human-Like Models More Secure?

Blaine Hoak, Kunyang Li, Patrick McDaniel

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校） 纠错

专题命中 安全评测 ：alignment(title,abstract)

Comments Accepted to International Workshop on Security and Privacy-Preserving AI/ML (SPAIML) 2025

Towards Trustworthy Sentiment Analysis in Software Engineering: Dataset Characteristics and Tool Selection

Martin Obaidi, Marc Herrmann, Jil Klünder, Kurt Schneider

专题命中 安全评测 ：trustworthy(title,abstract)

Comments This paper has been accepted at the RETRAI workshop of the 33rd IEEE International Requirements Engineering Workshop (REW 2025)

Trustworthy Artificial Intelligence for Cyber Threat Analysis

Shuangbao Paul Wang, Paul Mullin

专题命中 安全评测 ：trustworthy(title,abstract)

Journal ref Springer Lecture Note in Networks and Systems. 978-3-031-16071-4,Vol I, LNNS 542. pp 493-504. 2023

Bird's-eye view safety monitoring for the construction top under the tower crane

Yanke Wang, Yu Hin Ng, Haobo Liang, Ching-Wei Chang, Hao Chen

机构 * Hong Kong Center for Construction Robotics（香港建设机器人中心） ； The Hong Kong University of Science and Technology（香港理工大学） 纠错

专题命中 安全评测 ：safety(title,abstract)

Is Your Automated Software Engineer Trustworthy?

Noble Saji Mathews, Meiyappan Nagappan

专题命中 安全评测 ：trustworthy(title,abstract)

Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection

Gourav Siddhad, Sayantan Dey, Partha Pratim Roy, Masakazu Iwamura

专题命中 安全评测 ：safety(title,abstract)

Comments 7 Pages, 2 Figure, 1 Table

Journal ref International Conference on Pattern Recognition (ICPR) 2024

Blending Participatory Design and Artificial Awareness for Trustworthy Autonomous Vehicles

Ana Tanevska, Ananthapathmanabhan Ratheesh Kumar, Arabinda Ghosh, Ernesto Casablanca, Ginevra Castellano, Sadegh Soudjani

机构 * Uppsala University（乌普萨拉大学） ； Max Planck Institute for Software Systems（马克斯·普朗克软件系统研究所） ； Newcastle University（新castle大学） 纠错

专题命中 安全评测 ：trustworthy(title,abstract)

Comments Submitted to IEEE RO-MAN 2025

VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning

Muye Huang, Lingling Zhang, Lai Han, Wenjun Wu, Xinyu Zhang, Jun Liu

专题命中 安全评测 ：alignment(title,abstract)

LLM-Enhanced Symbolic Control for Safety-Critical Applications

Amir Bayat, Alessandro Abate, Necmiye Ozay, Raphael M. Jungers

专题命中 安全评测 ：safety(title,abstract)

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs

Filippo Scaramuzza, Giovanni Quattrocchi, Damian A. Tamburri

专题命中 安全评测 ：trustworthy(title,abstract)

Comments This work has been submitted to the IEEE for possible publication

Align Beyond Prompts: Evaluating World Knowledge Alignment in Text-to-Image Generation

Wenchao Zhang, Jiahe Tian, Runze He, Jizhong Han, Jiao Dai, Miaomiao Feng, Wei Mi, Xiaodan Zhang

机构 * Institute of Information Engineering, Chinese Academy of Sciences（信息工程研究所，中国科学院） 纠错

专题命中 安全评测 ：alignment(title,abstract)

Comments Code: https://github.com/smile365317/ABP

SafeMVDrive: Multi-view Safety-Critical Driving Video Synthesis in the Real World Domain

Jiawei Zhou, Linye Lyu, Zhuotao Tian, Cheng Zhuo, Yu Li

专题命中 安全评测 ：safety(title,abstract)

VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization

Mingxiao Li, Na Su, Fang Qu, Zhizhou Zhong, Ziyang Chen, Yuan Li, Zhaopeng Tu, Xiaolong Li

机构 * Tencent（腾讯） 纠错

专题命中 安全评测 ：alignment(title,abstract)

ElderFallGuard: Real-Time IoT and Computer Vision-Based Fall Detection System for Elderly Safety

Tasrifur Riahi, Md. Azizul Hakim Bappy, Md. Mehedi Islam

机构 * Institute of Information and Communicaton Technology, Bangladesh University of Engineering Technology（信息与通信技术学院，孟加拉国工程科技大学） ； Dept. of Electronics and Communication Engineering, Hajee Mohammad Danesh Science and Technology University（电子与通信工程系，海杰穆罕默德丹尼什科学与技术大学） 纠错

专题命中 安全评测 ：safety(title,abstract)

Comments 9 page, 1 table, 5 figure

Safety-Critical Formation Control of Non-Holonomic Multi-Robot Systems in Communication-Limited Environments

Vishrut Bohara, Siavash Farzan

机构 * Robotics Engineering Department, Worcester Polytechnic Institute（沃斯彻斯特理工学院机器人工程系） ； Electrical Engineering Department, California Polytechnic State University（加州州立大学弗雷斯诺分校电子工程系） 纠错

专题命中 安全评测 ：safety(title,abstract)

Comments Under review. Video demonstration: https://vimeo.com/1075016147/41612f2f8c

LiDAR-Inertial SLAM-Based Navigation and Safety-Oriented AI-Driven Control System for Skid-Steer Robots

Mehdi Heydari Shahna, Eemil Haaparanta, Pauli Mustalahti, Jouni Mattila

机构 * Faculty of Engineering and Natural Sciences, Tampere University（工程与自然科学学院，塔尔库大学） 纠错

专题命中 安全评测 ：safety(title,abstract)

Comments This paper has been submitted in the IEEE CDC 2025 for potential presentation

Virtual Roads, Smarter Safety: A Digital Twin Framework for Mixed Autonomous Traffic Safety Analysis

Hao Zhang, Ximin Yue, Kexin Tian, Sixu Li, Keshu Wu, Zihao Li, Dominique Lord, Yang Zhou

机构 * Zachry Department of Civil and Environmental Engineering, Texas A&M University（土木与环境工程系，德克萨斯A&M大学） ； Department of Landscape Architecture and Urban Planning（景观建筑与城市规划系） 纠错

专题命中 安全评测 ：safety(title,abstract)

Comments 14 pages, 18 figures

Instruction-augmented Multimodal Alignment for Image-Text and Element Matching

Xinli Yue, JianHui Sun, Junda Lu, Liangchao Yao, Fan Xia, Tianyi Wang, Fengyun Rao, Jing Lyu, Yuetang Deng

专题命中 安全评测 ：alignment(title,abstract)

Comments Accepted to CVPR 2025 Workshop

Alleviating the Fear of Losing Alignment in LLM Fine-tuning

Kang Yang, Guanhong Tao, Xun Chen, Jun Xu

专题命中 安全评测 ：alignment(title,abstract)

TokenFocus-VQA: Enhancing Text-to-Image Alignment with Position-Aware Focus and Multi-Perspective Aggregations on LVLMs

Zijian Zhang, Xuhui Zheng, Xuecheng Wu, Chong Peng, Xuezhi Cao

专题命中 安全评测 ：alignment(title,abstract)

Comments 10 pages, 3 figures

Lifecycle Management of Trustworthy AI Models in 6G Networks: The REASON Approach

Juan Parra-Ullauri, Xueqing Zhou, Shadi Moazzeni, Rasheed Hussain, Xenofon Vasilakos, Yulei Wu, Renjith Baby, M M Hassan Mahmud, Gabriele Incorvaia, Darryl Hond, Hamid Asgari, Andrea Tassi, Daniel Warren, Dimitra Simeonidou

专题命中 安全评测 ：trustworthy(title,abstract)

Journal ref IEEE Wireless Communications, vol. 32, no. 2, pp. 42-51, April 2025

Enhancing LLMs in Long Code Translation through Instrumentation and Program State Alignment

Li Xin-Ye, Du Ya-Li, Li Ming

专题命中 安全评测 ：alignment(title,abstract)

Comments 20 pages

Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Jinhui Yi, Syed Talal Wasim, Yanan Luo, Muzammal Naseer, Juergen Gall

专题命中 安全评测 ：alignment(title,abstract)

Comments CVPR 2025 camera-ready version

Simulation-Based Application of Safety of The Intended Functionality to Mitigate Foreseeable Misuse in Automated Driving Systems

Milin Patel, Rolf Jung

专题命中 安全评测 ：safety(title,abstract)

Comments SAE MobilityRxiv Preprint, 2023

Journal ref SAE MobilityRxiv Preprint, 2023

"I don't like things where I do not have control": Participants' Experience of Trustworthy Interaction with Autonomous Vehicles

Ana Tanevska, Katie Winkle, Ginevra Castellano

专题命中 安全评测 ：trustworthy(title,abstract)

SimLingo: Vision-Only Closed-Loop Autonomous Driving with Language-Action Alignment

Katrin Renz, Long Chen, Elahe Arani, Oleg Sinavski

专题命中 安全评测 ：alignment(title,abstract)

Comments CVPR 2025. 1st Place @ CARLA Challenge 2024. Challenge tech report (preliminary version of SimLingo): arXiv:2406.10165

Locality Alignment Improves Vision-Language Models

Ian Covert, Tony Sun, James Zou, Tatsunori Hashimoto

专题命中 安全评测 ：alignment(title,abstract)

Comments ICLR 2025 Camera-Ready