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生成式人工智能的算法风险及治理基点 被引量:24
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作者 陈兵 董思琰 《学习与实践》 CSSCI 北大核心 2023年第10期22-31,共10页
分类分级作为我国当前算法治理体系和对生成式人工智能服务监管的共同原则,是应对生成式人工智能算法风险的重要切入点。为应对算法分类分级治理具体标准不明、规范化与体系性不强、具体制度设计与分类分级原则衔接不严谨等问题,应进一... 分类分级作为我国当前算法治理体系和对生成式人工智能服务监管的共同原则,是应对生成式人工智能算法风险的重要切入点。为应对算法分类分级治理具体标准不明、规范化与体系性不强、具体制度设计与分类分级原则衔接不严谨等问题,应进一步推动分类分级与覆盖算法应用全生命周期的治理制度紧密衔接,探索构建以专门性、专业性法律规范为主,其他规范性文件为补充的,兼具稳定性和灵活性的算法治理法律规则体系,实现多元主体协同、制度设计优化、治理工具创新的同频共振,推动生成式人工智能监管落实。 展开更多
关键词 分类分级治理 算法备案 算法安全评估 算法问责 生成式人工智能
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Researches On The Network Security Evaluation Method Based Bn BP Neural Network
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作者 Zhang Yibin Yan Zequan 《International Journal of Technology Management》 2014年第9期93-95,共3页
This paper first describes the basic theory of BP neural network algorithm, defects and improved methods, establishes a computer network security evaluation index system, explores the computer network security evaluat... This paper first describes the basic theory of BP neural network algorithm, defects and improved methods, establishes a computer network security evaluation index system, explores the computer network security evaluation method based on BP neural network, and has designed to build the evaluation model, and shows that the method is feasible through the MATLAB simulation experiments. 展开更多
关键词 BP neural network network security MODEL EVALUATION
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MULTI-BLOCK CHAINING-BASED AUTHENTICATION MODE
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作者 Huang Yuhua Hu Aiqun Zhong Ziguo 《Journal of Electronics(China)》 2006年第4期564-568,共5页
A fast authentication mode based on Multi-Block Chaining (MBC) is put forward; and its security is proved. The MBC mode is for new generation block cipher algorithms. Its speed is about 13% faster than that of the aut... A fast authentication mode based on Multi-Block Chaining (MBC) is put forward; and its security is proved. The MBC mode is for new generation block cipher algorithms. Its speed is about 13% faster than that of the authentication modes in common use (for example, cipher block chaining-message authentication code mode). The dependence test results meet the requirement. The MBC mode is complete; its degree of ava-lanche effect is about 0.9993; its degree of strict avalanche criterion is 0.992 or so. The frequency test results indicate that the output generated by the MBC mode has uniformity. The binary matrix rank test results imply that it is linear independent among disjoint sub-matrices of the output. Maurer’s universal statistical test results show that the output could be significantly compressed without loss of information. Run test, spectral test, non-overlapping template matching test, overlapping template matching test, Lempel-Ziv compression test, linear complexity test, serial test, approximate entropy test, cumulative sums test, random excursions test and random excursions variant test results fulfill the requirements of all. Therefore the MBC mode has good pseudo-randomness. Thus the security of MBC mode is verified by the way of statistical evaluation. 展开更多
关键词 Block cipher algorithm Authentication mode Statistical evaluation PSEUDO-RANDOMNESS
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Development of a Genetic Algorithm for Evaluating the Performance of Overhead Power Distribution Lines and Proposing Solutions to Improve Distribution Line Safety
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作者 Fabio Romero Alden U. Antunes +4 位作者 Dario Takahata Andre Meffe Carlos C. B. Oliveira Femando L. Lange Hamilton Souza 《Journal of Energy and Power Engineering》 2015年第1期78-82,共5页
This paper aims to present and discuss the use of a power flow methodology based on Gauss elimination method to evaluate the performance of distribution network taking into account the neutral conductor absence at spe... This paper aims to present and discuss the use of a power flow methodology based on Gauss elimination method to evaluate the performance of distribution network taking into account the neutral conductor absence at specific sections, and a development of a methodology based on GA (genetic algorithm) capable of evaluating alternative solutions in different bars of the feeder, in order to propose appropriate solutions to improve the distribution network safety. Besides the technical aspects, the proposed GA methodology takes into account the economic feasibility analysis. The results of power flow simulations have shown that the presence of single-phase transformers along with the absence of the neutral conductor at specific sections of the MV (medium voltage) network may increase the Vng (neutral-to-ground voltage) levels of the feeders involved, jeopardizing the system's safety. On the other hand, the solutions proposed by the GA methodology may reduce the network Vng levels and improve the safety conditions, providing values close to the ones found before the neutral conductor theft. 展开更多
关键词 Genetic algorithm power flow distribution line safety power flow simulation
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基于物联网的既有建筑全生命周期安全运维服务系统关键技术研究 被引量:8
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作者 焦柯 赖鸿立 +3 位作者 彭子祥 杨新 袁辉 王建强 《工业建筑》 CSCD 北大核心 2021年第10期201-210,8,共11页
针对不同年代、不同类型的建筑物进行不同种类的实时监测和定期"体检",有助于发现安全隐患,避免事故,达到提前预警,及时维护的目的,有助于提高建筑物的耐久性,有利于绿色发展和保护人民生命财产安全。提出了房屋全生命周期管... 针对不同年代、不同类型的建筑物进行不同种类的实时监测和定期"体检",有助于发现安全隐患,避免事故,达到提前预警,及时维护的目的,有助于提高建筑物的耐久性,有利于绿色发展和保护人民生命财产安全。提出了房屋全生命周期管理模式,探讨了基于物联网的建筑安全运维服务系统架构、运行模式、服务内容等,明确了基于物联网的建筑安全运维服务系统的各项子系统及其相应的功能,研发了微信服务号"建筑安全卫士"、基于物联网的大数据采集监测平台、建筑安全评估系统以及安全预警及辅助决策系统,简要介绍了贝叶斯网络、深度神经网络等多种先进算法在建筑安全评估中的应用以及基于物联网的自动化健康监测平台的关键技术,使得该系统能为各类用户提供各种实时服务和专业服务,完成建筑安全运维服务的目标,推动建立建筑物安全保障管理体系,助力智慧城镇建设,以有效的监测评估和安全运维管理形成城市发展的全周期闭环。 展开更多
关键词 全生命周期管理 安全评估算法 物联网监测平台 安全运维服务
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