Other Conferences最新文献_第6页

A secure routing protocol for wireless sensor network 无线传感器网络的安全路由协议

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3031963

Peishun Ye

引用次数: 0

In-vehicle CAN bus security communication protocol based on identity encryption 基于身份加密的车载 CAN 总线安全通信协议

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3031907

Yao Feng, Guihe Qin, Zizhan Zhang, Guofeng Wang, Kunpeng Wang

引用次数: 0

Vehicle CAN bus intrusion detection model based on Bayesian network 基于贝叶斯网络的车辆 CAN 总线入侵检测模型

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3032074

Kangyao Dong

{"title":"Vehicle CAN bus intrusion detection model based on Bayesian network","authors":"Kangyao Dong","doi":"10.1117/12.3032074","DOIUrl":"https://doi.org/10.1117/12.3032074","url":null,"abstract":"With the rapid development of in-vehicle network technology, vehicle safety and protection are facing more and more challenges. The vehicle CAN bus is the main network for vehicle internal communication. However, due to its lack of necessary security mechanisms, the vehicle CAN bus is vulnerable to intrusion attacks. Therefore, developing an effective intrusion detection model is crucial to secure vehicle networks. This study proposes a vehicle CAN bus intrusion detection model based on Bayesian network. This model utilizes the probabilistic reasoning of Bayesian networks and the update characteristics of conditional probability, combined with the characteristic attributes of the vehicle CAN bus, to achieve accurate detection of potential intrusion behaviors. By learning historical data, the conditional probability of the Bayesian network can be updated to achieve real-time detection and prediction of intrusion behavior. In order to verify the effectiveness of the model, we used a real vehicle CAN bus data set for experiments. Experimental results show that the intrusion detection model based on Bayesian network has achieved good results in identifying and predicting intrusion behavior of the vehicle CAN bus. Compared with traditional intrusion detection methods, this model can provide higher accuracy and lower false alarm rate, effectively protecting the security of in-vehicle networks.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"17 2‐4","pages":"1317503 - 1317503-6"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141377959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Innovative design and analysis of C language program based on game development orientation 基于游戏开发导向的 C 语言程序创新设计与分析

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3032009

Jing Ning, Qingquan Cui

引用次数: 0

An approach for microservices-oriented migration based on business information and GNN 基于业务信息和 GNN 的面向微服务的迁移方法

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3032029

Yantao Yang, Cheng Zhang

{"title":"An approach for microservices-oriented migration based on business information and GNN","authors":"Yantao Yang, Cheng Zhang","doi":"10.1117/12.3032029","DOIUrl":"https://doi.org/10.1117/12.3032029","url":null,"abstract":"Microservices are popular because they have the advantages of loose coupling, low cohesion, and small and autonomous compared to monolithic systems. And when it comes to cloud deployment, it also has a natural advantage. As a result, more practitioners today choose to refactor monolithic applications into one or more microservices, each of which contains a set of partitions composed of components that point to some specific function of the original monolith, so that the entire software system can be represented by a graph, each component can be regarded as a node, and the dependencies between components can be regarded as edges between nodes. In recent years, there has been an approach to using graph neural networks (GNN) to help migrate from monoliths to microservices. However, due to the differences in the research field, some developers rely heavily on the source code of the monolithic system as an important basis for migration, but in the software field, the business information of the project also has a strong symbol for different microservices. Therefore, we will use GNN to comprehensively migrate microservices from the perspectives of business information and source code in the project. The findings indicate that our methodology is superior in efficiency compared to the migration of single features extracted solely from source code.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"168 1","pages":"131751W - 131751W-5"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141375899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Low-code vulnerability identification based on TextCNN 基于 TextCNN 的低代码漏洞识别

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3031890

Yuqiong Wang, Yuxiao Zhao, Xiang Wang, Weidong Tang, Jinhui Zhang, Zhaojie Yang, Peng Wang, Jian Hu

{"title":"Low-code vulnerability identification based on TextCNN","authors":"Yuqiong Wang, Yuxiao Zhao, Xiang Wang, Weidong Tang, Jinhui Zhang, Zhaojie Yang, Peng Wang, Jian Hu","doi":"10.1117/12.3031890","DOIUrl":"https://doi.org/10.1117/12.3031890","url":null,"abstract":"Vulnerability identification is a crucial quality assurance step in software engineering, dedicated to discovering and handling potential errors and abnormal behavior in source code. Most vulnerability detection methods are designed for conventional programming languages. With the widespread adoption of low-code development, there is a need for a vulnerability detection method specifically tailored to low-code environments. Thus, we present a robust low-code vulnerability identification model by integrating Convolutional Neural Network Text Classification (TextCNN) and an attention mechanism. The resulting model is capable of recognizing potential irregular patterns in the low code, assisting developers in promptly identifying and addressing potential software defects. It holds significant importance in enhancing the maintainability, stability, and security of the system. Simultaneously, it offers substantial support for the company's software development efforts and mitigates the risk of software defects. The experimental results demonstrate that the method in this paper can achieve accurate low-code vulnerability identification.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"65 4","pages":"131750F - 131750F-6"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141381552","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Core software supportability engineering of new generation information equipment 新一代信息设备的核心软件可支持性工程

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3031926

haoyu qu

引用次数: 0

Fuzzing technology based on suspicious basic block orientation 基于可疑基本区块定向的模糊技术

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3032100

Yifan Feng

{"title":"Fuzzing technology based on suspicious basic block orientation","authors":"Yifan Feng","doi":"10.1117/12.3032100","DOIUrl":"https://doi.org/10.1117/12.3032100","url":null,"abstract":"With the increasing complexity of software and the diversification of vulnerability forms, manual vulnerability mining can no longer meet the needs of software vulnerability mining, and automated vulnerability mining methods are becoming increasingly important. Fuzzing is one of the popular automated vulnerability mining techniques, which is widely used in software vulnerability mining due to its ease of deployment and efficiency. However, fuzzing has strong randomness, which leads to the generation of a large number of redundant and invalid inputs during the fuzzing process, wasting program execution time, resulting in low code coverage, and only a small number of inputs can truly trigger program exceptions. Therefore, the research on oriented fuzzing methods is becoming increasingly important. This article proposes a fuzzing method based on suspicious basic blocks, which uses LLVM in the static analysis stage to analyze the target program and identify the code that may have vulnerabilities. In fuzzing, tracking the execution of these codes, recording edge coverage information, prioritizing the selection of seeds that can trigger potential vulnerability areas for testing, and verifying the effectiveness of the proposed method through experiments.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"21 46","pages":"1317510 - 1317510-5"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141379990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Trajectory privacy preserving method for transmission resources 传输资源的轨迹隐私保护方法

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3031947

Xing Zhang, Jiaruo Li, Yiran Cao, Zhaoming Su, Shitao Jiang

{"title":"Trajectory privacy preserving method for transmission resources","authors":"Xing Zhang, Jiaruo Li, Yiran Cao, Zhaoming Su, Shitao Jiang","doi":"10.1117/12.3031947","DOIUrl":"https://doi.org/10.1117/12.3031947","url":null,"abstract":"To protect the location privacy of key nodes in transmission routing, we have studied a trajectory privacy preserving method for transmission resources. By anonymizing the gis information of the whole route, that is, anonymizing all the location information including the first and last stations of the route. Firstly, the internal point of the whole optical cable is protected by grid protection method, and then a method based on Bayesian reasoning is proposed to protect the location privacy of the endpoints including starting point and destination. Through Bayesian inference process, it is proved that the starting point of optical cable routing can be protected by shear the point closest to the starting point and the destination, and the destination location protection algorithm can be obtained in the same way. In order to further improve the endpoints protection performance, we divide the day into different time spans according to the scene of optical cable inspection, and then integrate the anonymization process into this time span. By comparing the two endpoints prediction algorithms with Syn_sub and PBT, it is proved that the proposed endpoints protection algorithm is more effective than the classical algorithm.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"30 35","pages":"1317507 - 1317507-6"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141379604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Isolate cache shield: defending cache attacks via cache set isolation 隔离高速缓存屏蔽：通过隔离高速缓存集防御高速缓存攻击

Other Conferences Pub Date : 2024-06-06 DOI: 10.1117/12.3032005

Kai Nie, Rongcai Zhao, Xiao Zhang, tongguang li

{"title":"Isolate cache shield: defending cache attacks via cache set isolation","authors":"Kai Nie, Rongcai Zhao, Xiao Zhang, tongguang li","doi":"10.1117/12.3032005","DOIUrl":"https://doi.org/10.1117/12.3032005","url":null,"abstract":"Cache isolation is a highly effective method for defending against cache side-channel attacks. This approach divides the cache into different isolation domains, assigning distinct domains to mutually untrusted processes, preventing processes from sharing the cache across domains. However, existing solutions have certain limitations. Cache partitioning based on ways has a limited number of isolation domains and may not fully meet users' practical needs. Page coloring schemes require proportional allocation of memory and cache, which is inflexible. This paper introduces ICS, a flexible and secure cache isolation solution. ICS supports up to hundreds of isolation domains, with memory allocation independent of the cache. Additionally, domain management is convenient. ICS is a set isolation solution, with its core being SMT. SMT modifies the mapping relationship between memory and LLC, directing the memory of different isolation domains to distinct cache sets. Implemented with a 1MB 16-way LLC, ICS can support a maximum of 512 isolation domains, with a storage overhead of approximately 1.3% and performance loss of around 1%. It represents a cost-effective method for defending against cache side-channel attacks.","PeriodicalId":198425,"journal":{"name":"Other Conferences","volume":"9 31","pages":"131750A - 131750A-10"},"PeriodicalIF":0.0,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141378643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0