NVIDIA Jetson作为先进的嵌入式系统,各行各业的开发人员可以使用它们来构建创新型AI产品。2024年12月,NVIDIA发布了Jetson系列新品—Jetson Orin Nano Super Developer Kit,做为Jetson Nano的升级款,模组售价仅仅249美元,NVIDIA以更加...NVIDIA Jetson作为先进的嵌入式系统,各行各业的开发人员可以使用它们来构建创新型AI产品。2024年12月,NVIDIA发布了Jetson系列新品—Jetson Orin Nano Super Developer Kit,做为Jetson Nano的升级款,模组售价仅仅249美元,NVIDIA以更加亲民的价格,赋予更多领域充足的算力支持。展开更多
In the modern era of 5th generation(5G)networks,the data generated by User Equipments(UE)has increased significantly,with data file sizes varying from modest sensor logs to enormous multimedia files.In modern telecomm...In the modern era of 5th generation(5G)networks,the data generated by User Equipments(UE)has increased significantly,with data file sizes varying from modest sensor logs to enormous multimedia files.In modern telecommunications networks,the need for high-end security and efficient management of these large data files is a great challenge for network designers.The proposed model provides the efficient real-time virtual data storage of UE data files(light and heavy)using an object storage system MinIO having inbuilt Software Development Kits(SDKs)that are compatible with Amazon(S3)Application Program Interface(API)making operations like file uploading,and data retrieval extremely efficient as compared to legacy virtual storage system requiring low-level HTTP requests for data management.To provide integrity,authenticity,and confidentiality(integrity checking via an authentication tag)to the data files of UE,the encrypted algorithm 256-bit oriented-Advanced Encryption Standard(256-AES)in Galois/Counter Mode(GCM)is utilized in combination with MinIO.The AES-based MinIO signifies in more secure and faster approach than older models like Cipher Block Chaining(CBC).The performance of the proposed model is analyzed using the Iperf utility to perform the Teletraffic parametric(bandwidth,throughput,latency,and transmission delay)analysis for three different cases namely:(a)light UE traffic(uploading and retrieval)(b)heavy UE traffic(uploading and retrieval)and(c)comparison of Teletraffic parameters namely:bandwidth(Bava),throughput(Tput),data transfer(D_(Trans)),latency(L_(ms)),and transmission delay(TDelay)obtained from proposed method with legacy virtual storage methods.The results show that the suggested MinIO-based system outperforms conventional systems in terms of latency,encryption efficiency,and performance under varying data load conditions.展开更多
End-host address mutation is one of the key network moving target defense mechanisms to defend against reconnaissance.However,frequently changing host addresses increases the transmission de-lay of active sessions,whi...End-host address mutation is one of the key network moving target defense mechanisms to defend against reconnaissance.However,frequently changing host addresses increases the transmission de-lay of active sessions,which may cause serious ram-ifications.In this paper,by leveraging the advanced DPDK technology,we proposed a high-performance MTD gateway framework,called HPMG,which can not only prevent adversaries from reconnaissance ef-fectively,but also retain high-speed data packet pro-cessing capabilities.Firstly,every moving target host is assigned three different IP addresses,called real IP,virtual IP,and external IP,to realize multi-level net-work address architecture.To delay the scanning tech-niques of adversaries,HPMG mutates virtual IP and virtual MAC addresses,and replies with fake host re-sponses.Besides,to be transparent to the end-hosts,HPMG keeps real IP and real MAC unchanged.Fi-nally,we optimized the forwarding and processing performance of the HPMG based on the fast path framework of DPDK.Our theoretical analysis,imple-mentation,and evaluation show that HPMG can effec-tively defend against reconnaissance attacks and de-crease the processing delay caused by address muta-tion.展开更多
文摘NVIDIA Jetson作为先进的嵌入式系统,各行各业的开发人员可以使用它们来构建创新型AI产品。2024年12月,NVIDIA发布了Jetson系列新品—Jetson Orin Nano Super Developer Kit,做为Jetson Nano的升级款,模组售价仅仅249美元,NVIDIA以更加亲民的价格,赋予更多领域充足的算力支持。
文摘In the modern era of 5th generation(5G)networks,the data generated by User Equipments(UE)has increased significantly,with data file sizes varying from modest sensor logs to enormous multimedia files.In modern telecommunications networks,the need for high-end security and efficient management of these large data files is a great challenge for network designers.The proposed model provides the efficient real-time virtual data storage of UE data files(light and heavy)using an object storage system MinIO having inbuilt Software Development Kits(SDKs)that are compatible with Amazon(S3)Application Program Interface(API)making operations like file uploading,and data retrieval extremely efficient as compared to legacy virtual storage system requiring low-level HTTP requests for data management.To provide integrity,authenticity,and confidentiality(integrity checking via an authentication tag)to the data files of UE,the encrypted algorithm 256-bit oriented-Advanced Encryption Standard(256-AES)in Galois/Counter Mode(GCM)is utilized in combination with MinIO.The AES-based MinIO signifies in more secure and faster approach than older models like Cipher Block Chaining(CBC).The performance of the proposed model is analyzed using the Iperf utility to perform the Teletraffic parametric(bandwidth,throughput,latency,and transmission delay)analysis for three different cases namely:(a)light UE traffic(uploading and retrieval)(b)heavy UE traffic(uploading and retrieval)and(c)comparison of Teletraffic parameters namely:bandwidth(Bava),throughput(Tput),data transfer(D_(Trans)),latency(L_(ms)),and transmission delay(TDelay)obtained from proposed method with legacy virtual storage methods.The results show that the suggested MinIO-based system outperforms conventional systems in terms of latency,encryption efficiency,and performance under varying data load conditions.
基金supported by National Natural Science Foundation of China(No.61821001)Science and Tech-nology Key Project of Guangdong Province,China(2019B010157001).
文摘End-host address mutation is one of the key network moving target defense mechanisms to defend against reconnaissance.However,frequently changing host addresses increases the transmission de-lay of active sessions,which may cause serious ram-ifications.In this paper,by leveraging the advanced DPDK technology,we proposed a high-performance MTD gateway framework,called HPMG,which can not only prevent adversaries from reconnaissance ef-fectively,but also retain high-speed data packet pro-cessing capabilities.Firstly,every moving target host is assigned three different IP addresses,called real IP,virtual IP,and external IP,to realize multi-level net-work address architecture.To delay the scanning tech-niques of adversaries,HPMG mutates virtual IP and virtual MAC addresses,and replies with fake host re-sponses.Besides,to be transparent to the end-hosts,HPMG keeps real IP and real MAC unchanged.Fi-nally,we optimized the forwarding and processing performance of the HPMG based on the fast path framework of DPDK.Our theoretical analysis,imple-mentation,and evaluation show that HPMG can effec-tively defend against reconnaissance attacks and de-crease the processing delay caused by address muta-tion.
