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Intelligent dos attack Detection with Congestion Control Technique for VANETs

Computers, Materials & Continua 2022年第7期72卷 141-156页

作者： R.Gopi Mahantesh Mathapati B.Prasad Sultan Ahmad Fahd N.Al-Wesabi Manal Abdullah Alohali Anwer Mustafa Hilal Department of Computer Science and Engineering Dhanalakshmi Srinivasan Engineering CollegePerambalur621212India Department of Computer Science and Engineering RajaRajeswari College of EngineeringBengaluru560074India Department of Information Technology Vignan’s Institute of Information TechnologyVisakhapatnam530049India Department of Computer Science College of Computer Engineering and SciencesPrince Sattam Bin Abdulaziz UniversityAlkharj11942Saudi Arabia Department of Computer Science College of Science&Arts at MahayilKing Khalid UniversityMuhayel Aseer62529Saudi Arabia&Faculty of Computer and ITSana’a UniversitySana’a15347Yemen Department of Information Systems College of Computer and Information SciencesPrincess Nourah Bint Abdulrahman UniversityRiyadh11564Saudi Arabia Department of Computer and Self Development Preparatory Year DeanshipPrince Sattam bin Abdulaziz UniversityAl-Kharj16278Saudi Arabia

VehicularAd hoc Network(VANET)has become an integral part of Intelligent Transportation Systems(ITS)in today’s *** is a network that can be heavily scaled up with a number of vehicles and road side units that keep fluctuating in real *** is susceptible to security issues,particularly dos attacks,owing to maximum unpredictability in ***,effective identification and the classification of attacks have become the major requirements for secure data transmission in *** the same time,congestion control is also one of the key research problems in VANET which aims at minimizing the time expended on roads and calculating travel time as well as waiting time at intersections,for a *** this motivation,the current research paper presents an intelligent dos attack detection with Congestion Control(Idos-CC)technique for *** presented IdosCC technique involves two-stage processes namely,Teaching and Learning Based Optimization(TLBO)-based Congestion Control(TLBO-CC)and Gated Recurrent Unit(GRU)-based dos detection(GRU-dosD).The goal of Idos-CC technique is to reduce the level of congestion and detect the attacks that exist in the *** algorithm is also involved in Idos-CC technique for optimization of the routes taken by vehicles via traffic signals and to minimize the congestion on a particular route instantaneously so as to assure minimal fuel *** is applied to avoid congestion on ***,GRU-dosD model is employed as a classification model to effectively discriminate the compromised and genuine vehicles in the *** outcomes from a series of simulation analyses highlight the supremacy of the proposed Idos-CC technique as it reduced the congestion and successfully identified the dos attacks in network.

关键词： VANET intelligent transportation systems congestion control attack detection dos attack deep learning

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Honeypot Game Theory against dos attack in UAV Cyber

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Computers, Materials & Continua 2023年第9期76卷 2745-2762页

作者： Shangting Miao Yang Li Quan Pan School of Cybersecurity Northwestern Polytechnical UniversityXi’an710129China School of Automation Northwestern Polytechnical UniversityXi’an710129China

A space called Unmanned Aerial Vehicle(UAV)cyber is a new environment where UAV,Ground Control Station(GCS)and business processes are *** of service(dos)attack is a standard network attack method,especially suitable for attacking the UAV *** is a robust security risk for UAV cyber and has recently become an active research *** theory is typically used to simulate the existing offensive and defensive mechanisms for dos attacks in a traditional *** addition,the honeypot,an effective security vulnerability defense mechanism,has not been widely adopted or modeled for defense against dos attack UAV *** this motivation,the current research paper presents a honeypot game theorymodel that considersGCS anddos attacks,which is used to study the interaction between attack and defense to optimize defense *** GCS and honeypot act as defenses against dos attacks in this model,and both players select their appropriate methods and build their benefit function *** this basis,a hierarchical honeypot and G2A network delay reward strategy are introduced so that the defender and the attacker can adjust their respective strategies ***,by adjusting the degree of camouflage of the honeypot for UAV network services,the overall revenue of the defender can be effectively *** proposed method proves the existence of a mixed strategy Nash equilibrium and compares it with the existing research on no delay rewards and no honeypot defense *** addition,this method realizes that the UAV cyber still guarantees a network delay of about ten milliseconds in the presence of a dos *** results demonstrate that our methodology is superior to that of previous studies.

关键词： UAV cyber security honeypot game-theoretical model dos attack

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Observer‑Based Resilient Control of CACC Vehicle Platoon Against dos attack

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Automotive Innovation 2023年第2期6卷 176-189页

作者： Xiao Tan Bin Liu Jingzhao Chen Zheng Jiang Engineering Research Center for Metallurgical Automation and Measurement Technology Ministry of EducationWuhan University of Science and TechnologyWuhan 430081China School of Information Science and Engineering Wuhan University of Science and TechnologyWuhan 430081China

Cooperative adaptive cruise control(CACC)is an important technology for improving road utilization and energy efficiency in the automotive *** CACC systems,connected vehicles can receive information from adjacent ones through com-munication ***,the networks are vulnerable to cyber-attacks,so the states of vehicles cannot be received promptly and *** paper studies the security resilience control for a CACC system subject to denial of service(dos)*** core of the proposed resilient control strategy is to estimate the delay caused by dos attack and then compensate for it in the ***,a CACC system is modeled by considering the impacts of dos attack on the transmitted ***,a high-gain observer is presented to estimate the vehicle states including the time *** conver-gence of the observer is proved in a theorem based on the Lyapunov stability theory,and the high-gain-velocity observer is modified so that the estimation error of the velocity can converge to zero in a finite time.A resilient controller is designed by proposing a time delay compensation algorithm to mitigate the impacts of dos *** effectiveness of the estimation and control methods is illustrated by a ten-vehicle simulation system operating at the FTP75 driving cycle *** the relative estimation errors are less than 6%.

关键词： Connected vehicle Resilient control dos attack High-gain observer Time delay compensation

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Measuring the Impact of dos attack on Availability: Empirical Study Based on Accessibility

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Journal of Information Security 2022年第2期13卷 66-75页

作者： Suhail Qadir Uzair Bashir Directorate of IT & SS University of Kashmir Srinagar India Computer Science DSE Srinagar India

Information Security is determined by three well know security parameters i.e. Confidentiality, Integrity and Availability. Availability is an important pillar when it comes to security of an information system. It is dependent upon the reliability, timeliness and accessibility of the Information System. This paper presents an analytical view of the fact that when Accessibility is degraded during the presence of an ongoing attack, the other factors reliability and timeliness can also get affected, therefore creating a degrading impact on the overall Availability of the system, which eventually leads to the Denial of Service attack and therefore affecting the security of the System.

关键词： Security Availability Reliability Timeliness Accessibility dos attack

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A W-EAP Algorithm for IEC 61850 Protocol against dos/Replay attack

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Journal of Computer and Communications 2020年第11期8卷 88-101页

作者： Minmin Xie Yong Wang Chunming Zou Yingjie Tian Naiwang Guo College of Computer Science and Technology Shanghai University of Electric Power Shanghai China The Third Research Institute of Ministry of Public Security National Quality Supervision and Testing Center of Security Products for Network and Information Systems Shanghai China State Grid Shanghai Municipal Electric Power Company Shanghai Electric Power Research Institute Shanghai China

Substation automation system uses IEC 61850 protocol for the data transmission between different equipment manufacturers. However, the IEC 61850 protocol lacks an authentication security mechanism, which will make the communication face four threats: eavesdropping, interception, forgery, and alteration. In order to verify the IEC 61850 protocol communication problems, we used the simulation software to build the main operating equipment in the IEC 61850 network environment of the communication system. We verified IEC 61850 transmission protocol security defects, under dos attack and Reply attack. In order to enhance security agreement, an improved algorithm was proposed based on identity authentication (W-EAP, Whitelist Based ECC & AES Protocol). Experimental results showed that the method can enhance the ability to resist attacks.

关键词： IEC 61850 dos attack Replay attack W-EAP Identity Authentication

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Machine Learning Approaches to Detect dos and Their Effect on WSNs Lifetime

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Computers, Materials & Continua 2022年第3期70卷 4921-4946页

作者： Raniyah Wazirali Rami Ahmad College of Computing and Informatics Saudi Electronic UniversityRiyadh11673Saudi Arabia The School of Information Technology Sebha UniversitySebha71Libya

Energy and security remain the main two challenges in Wireless Sensor Networks(WSNs).Therefore,protecting these WSN networks from Denial of Service(dos)and Distributed dos(Ddos)is one of the WSN networks security *** packet deep scan systems that rely on open field inspection in transport layer security packets and the open field encryption trend are making machine learning-based systems the only viable choice for these types of *** paper contributes to the evaluation of the use machine learning algorithms in WSN nodes traffic and their effect on WSN network life *** examined the performance metrics of different machine learning classification categories such asK-Nearest Neighbour(KNN),Logistic Regression(LR),Support Vector Machine(SVM),Gboost,Decision Tree(DT),Na飗e Bayes,Long Short Term Memory(LSTM),and Multi-Layer Perceptron(MLP)on aWSN-dataset in different *** test results proved that the statistical and logical classification categories performed the best on numeric statistical datasets,and the Gboost algorithm showed the best performance compared to different algorithms on average of all performance *** performance metrics used in these validations were accuracy,F1-score,False Positive Ratio(FPR),False Negative Ratio(FNR),and the training execution ***,the test results showed the Gboost algorithm got 99.6%,98.8%,0.4%0.13%in accuracy,F1-score,FPR,and FNR,*** training execution time,it obtained 1.41 s for the average of all training time execution *** addition,this paper demonstrated that for the numeric statistical data type,the best results are in the size of the dataset ranging from3000 to 6000 records and the percentage between categories is not less than 50%for each category with the other ***,this paper investigated the effect of Gboost on the WSN lifetime,which resulted in a 32%reduction compared to other Gboost-free scenarios.

关键词： WSN intrusion detection machine learning dos attack WSN security WSN lifetime

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Active event-driven reliable defense control for interconnected nonlinear systems under actuator faults and denial-of-service attacks

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Science China(Information Sciences) 2022年第6期65卷 155-171页

作者： Bin GUO Songyi DIAN Tao ZHAO College of Electrical Engineering Sichuan University

This study investigates the reliable control design for a class of interconnected nonlinear systems subjected to actuator faults, disturbances, and denial-of-service(dos) attacks. dos attacks are carried out in both sensor and controller channels. An integrated event-observer-based security sliding mode fault-tolerant control approach is presented to defend against dos attacks and compensate for faults and *** be more specific, the fuzzy logic system(FLS) theory is used to approximate the unknown nonlinear component first. Using the output measurement and sensor channel triggered output information, an FLS aided nonlinear estimator is put forward, in which the faults and disturbances are reconstructed. Then, to achieve the trajectory tracking purpose in the presence of dos attacks, actuator faults, and disturbances, an adaptive sliding mode manifold is established, based on which an event-driven mechanism is established and a reliable controller is designed. In the controller scheme, the fault compensation and disturbance rejection mechanisms are also included synchronously. The tracking ability is analyzed using the Lyapunov method and the FLS theory, followed by applications to an interconnected power network system and an interconnected inverted pendulum system to demonstrate the applicability of the proposed method.

关键词： interconnected nonlinear system actuator fault dos attack disturbance fault-tolerant control event-driven control

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Progressive Transfer Learning-based Deep Q Network for Ddos Defence in WSN

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Computer Systems Science & Engineering 2023年第3期44卷 2379-2394页

作者： S.Rameshkumar R.Ganesan A.Merline Department of Electronics and Communication Engineering Sethu Institute of TechnologyVirudhunagarTamilnaduIndia Department of Electrical and Electronics Engineering E.G.S.Pillay Engineering collegeNagapattinamTamilnaduIndia

In The Wireless Multimedia Sensor Network(WNSMs)have achieved popularity among diverse communities as a result of technological breakthroughs in sensor and current *** utilising portable technologies,it achieves solid and significant results in wireless communication,media transfer,and digital *** nodes have been used in agriculture and industry to detect characteristics such as temperature,moisture content,and other environmental conditions in recent *** have also made apps easier to use by giving devices self-governing access to send and process data connected with appro-priate audio and video *** video sensor network studies focus on lowering power consumption and increasing transmission capacity,but the main demand is data *** of the obstacles in the sensor nodes,WMSN is subjected to a variety of attacks,including Denial of Service(dos)*** Convolutional Neural Network is designed with the stateaction relationship mapping which is used to identify the Ddos attackers present in the Wireless Sensor Networks for Smart *** Proposed work it performs the data collection about the traffic conditions and identifies the deviation between the network conditions such as packet loss due to network congestion and the presence of attackers in the *** reduces the attacker detection delay and improves the detection *** order to protect the network against dos assaults,an improved machine learning technique must be *** efficient Deep Neural Network approach is provided for detecting dos in *** required parameters are selected using an adaptive particle swarm optimization *** ratio of packet transmission,energy consumption,latency,network length,and throughput will be used to evaluate the approach’s efficiency.

关键词： dos attack wireless sensor networks for smart agriculture deep neural network machine learning technique

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An Arbitrated Quantum Signature Scheme without Entanglement

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Communications in Theoretical Physics 2017年第9期67卷 317-322页

作者： Hui-Ran Li Ming-Xing Luo Dai-Yuan Peng Xiao-Jun Wang School of Information Science and Technology Southwest Jiaotong University Chengdu 610031 China Department of Physics University of Michigan Ann Arbor M1 48109 USA Department of Electrical Engineering Dublin City University Dublin 9 Ireland

Several quantum signature schemes are recently proposed to realize secure signatures of quantum or classical messages. Arbitrated quantum signature as one nontriviai scheme has attracted great interests because o~ its usefulness and efficiency. Unfortunately, previous schemes cannot against Trojan horse attack and dos attack and lack of the unforgeability and the non-repudiation. In this paper, we propose an improved arbitrated quantum signature to address these secure issues with the honesty arbitrator. Our scheme takes use of qubit states not entanglements. More importantly, the qubit scheme can achieve the unforgeability and the non-repudiation. Our scheme is also secure for other known quantum attacks.

关键词： arbitrated quantum signature unforgeability non-repudiation trojan horse attack dos attack

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A Practical Authentication with Key Agreement Protocol for Satellite Communications on ECC

A Practical Authentication with Key Agreement Protocol for S...

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International Conference on Industrial Technology and Management Science(ITMS 2015)

作者： H.H.Huang J.H.Chen B.J.Huang School of Mathematics and Statistics Wuhan University

In order to remove the pitfalls and enhance the subsequent schemes, a practical authentication scheme is introduced by using elliptic curve cryptosystem（ECC） and identity-based cryptography（IBC） with three-round handshake identification system. It supports seven essential advantages and adequate security attributes. The high performance and countering the strong Do S attack are two main superiorities.

关键词： satellite communications authentication ECC dos attack

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