大模型对齐与安全

Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD

Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee

机构 * Singapore University of Technology and Design (SUTD)（新加坡科技设计大学） ； Institute for Infocomm Research (I2R), A*STAR, Singapore（信息通信研究院） 纠错

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

Comments To appear at EMNLP 2025

SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs

Hongfei Xia, Hongru Wang, Zeming Liu, Qian Yu, Yuhang Guo, Haifeng Wang

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

Comments 18 pages, 7 figures

Prompt the Unseen: Evaluating Visual-Language Alignment Beyond Supervision

Raehyuk Jung, Seungjun Yu, Hyunjung Shim

专题命中 安全评测 ：alignment(title,abstract)

Comments Link to publicly available codes is added

Increasing the Confidence of Deep Neural Networks by Coverage Analysis

Giulio Rossolini, Alessandro Biondi, Giorgio Buttazzo

专题命中 安全评测 ：safety(abstract)；trustworthy(abstract)；分类 cs.AI、cs.LG

Journal ref IEEE Transactions on Software Engineering ( Volume: 49, Issue: 2, 01 February 2023)

VISION: Robust and Interpretable Code Vulnerability Detection Leveraging Counterfactual Augmentation

David Egea, Barproda Halder, Sanghamitra Dutta

专题命中 安全评测 ：trustworthy(abstract)；分类 cs.AI、cs.CY、cs.LG

From Eigenmodes to Proofs: Integrating Graph Spectral Operators with Symbolic Interpretable Reasoning

Andrew Kiruluta, Priscilla Burity

机构 * Andrew Kiruluta and Priscilla Burity（独立研究者） 纠错

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

SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection

Qin Chen, Yuanyi Ren, Xiaojun Ma, Mugeng Liu, Han Shi, Dongmei Zhang

机构 * Peking University（北京大学） ； Microsoft（微软） 纠错

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

Comments Accepted to EMNLP 2025 Main Conference

SVGauge: Towards Human-Aligned Evaluation for SVG Generation

Leonardo Zini, Elia Frigieri, Sebastiano Aloscari, Marcello Generali, Lorenzo Dodi, Robert Dosen, Lorenzo Baraldi

机构 * University of Modena and Reggio Emilia（摩德纳和雷吉奥艾米利亚大学） ； Doxee S.p.A.（Doxee公司） 纠错

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

Comments Accepted at 23rd edition of International Conference on Image Analysis and Processing 2025

Grid-Agent: An LLM-Powered Multi-Agent System for Power Grid Control

Yan Zhang, Ahmad Mohammad Saber, Amr Youssef, Deepa Kundur

机构 * Department of Electrical and Computer Engineering, University of Toronto（电气与计算机工程系，多伦多大学） ； Concordia Institute for Information Systems Engineering（康卡迪亚信息系统工程研究所） ； Concordia University（康卡迪亚大学） 纠错

专题命中 安全评测 ：safety(abstract)；分类 cs.AI

Benchmarking Vision Transformers and CNNs for Thermal Photovoltaic Fault Detection with Explainable AI Validation

Serra Aksoy

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

Comments 28 Pages, 4 Figures

Contradictions

Yang Xu, Shuwei Chen, Xiaomei Zhong, Jun Liu, Xingxing He

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

Comments 37 Pages,9 figures

Human-in-the-Loop: Quantitative Evaluation of 3D Models Generation by Large Language Models

Ahmed R. Sadik, Mariusz Bujny

机构 * Honda Research Institute Europe - Germany（本田欧洲研究机构） 纠错

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

When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection

Bin Hu, Kunyang Huang, Daehan Kwak, Meng Xu, Kuan Huang

机构 * Department of Computer Science and Technology, Kean University, USA（计算机科学与技术系，凯恩大学，美国） ； Department of Computer Science and Technology, Wenzhou-Kean University, China（计算机科学与技术系，温州-凯恩大学，中国） 纠错

专题命中 安全评测 ：trustworthy(abstract)

Comments 13 pages, 11 figures.This work has been submitted to the IEEE for possible publication