Transmit Range Adjustment Using Artificial Intelligence for Enhancement of Location Privacy and Data Security in Service Location Protocol of VANET

Table 1

Description about the papers.

Year of publish	Author name	Title of paper	Brief description of paper
2015	Indu et al.	An analytic study of security solutions for VANET	The majority of network assaults target the network layer, a safe routing protocol is essential to thwart these attacks. Analytical study of security solution are discussed in this paper.
2015	Anju et al.	Secure data access through multiuser so-VANET	Service-oriented VANET security and privacy provide a difficult challenge. Using an innovative and proven cryptographic technique, the proposed privacy-preserving data gathering and forwarding system overcomes these concerns. Clustering was also included as a factor in designing network and application systems.
2018	Mansour et al.	VANET security and privacy—an overview	VANET security and privacy related issues are discussed along with the current state-of-the-art methods for meeting these needs. Most prevalent VCS attacks and attackers have also been discussed.
2019	Muhammad et al.	A comprehensive survey on VANET security services in traffic management system	In this paper, VANET security and privacy related issues are discussed for traffic management system. Safety alerts among cars provide comfort services for passengers and protect human life on the roadway.
2020	Farouk et al.	Efficient privacy-preserving scheme for location based services in VANET system	In this paper, for location privacy, P2 FHE-AES method is suggested that uses FHE over AES symmetric encryption to eliminate data noise and then outsources LBS data to the cloud while maintaining privacy.
2021	Khan et al.	Security challenges of location privacy in VANETs and state-of-the-art solutions: a survey	In this survey paper, various methods for protecting the privacy of roles in VANETs were laid forth. An introduction to VANET design and risk classes was provided by the authors.
2022	Gillani et al.	Data collection protocols for VANETs: a survey	Data collecting protocols for VANETs based on DTN, BE, and RT were discussed in detail in this article.
2020	Dukiya et al.	A location privacy framework using edge computing in VANET	In this paper, the authors combine cutting-edge technology with essential aspects like as authentication, anonymity, and the analysis of accessible digital evidence.
2014	Saranya et al.	Data confidentiality and users’ location privacy in VANETs	Data confidentiality and location privacy is accessed by a new cryptographic function proposed by the authors that allows RSU and users to get desired security level to exchanged communications. They utilise a portion of current packet’s data to create a new set of encryption keys for use in the following packet.
2012	Hu et al.	Efficient and multilevel privacy-preserving communication protocol for VANET	The improved ring signature-based system developed by the authors, which is focused at securing vehicular communications. It is multilevel conditional privacy-preserving scheme.
2018	Taleb et al.	VANET routing protocols and architectures: an overview	In this paper, the authors address demands and applications of VANETs, categories of VANET routing protocols and architectures, and primary benefits and drawbacks of the various types of network routing protocols.
2013	Konstantinos et al.	Effective implementation of location services for VANETs in hybrid network infrastructures	A homogeneous network and heterogeneous network that combines 802.11p with LTE are both proposed and evaluated in this study for centralised location service in a VANET urban scenario.
2016	Poornima et al.	Review of security in VANET	Various security vulnerabilities, assaults, possible remedies, current difficulties, and solutions are explored in this article for vehicle-to-vehicle communication in intelligent transportation systems.
2015	Soleymani et al.	Trust management in vehicular ad hoc network: a systematic review	Trust management is discussed in a systematic manner for VANET in this review paper. Authors discussed the influence of trustworthiness on the quality of applications and data.
2017	Kaushik et al.	Comparative study of various protocols of DDS	Keeping in mind the features of DDS protocols, the authors compared these protocols in this review article.
2018	Kaushik et al.	Evolutionary study of service location protocol	The SLP protocol is discussed from its initial stage to current stage and its different areas of recent research in VANET is discussed in this paper.
2019	Muhammad et al.	A survey of security services, attacks, and applications for vehicular ad hoc networks (VANETs)	Security services with threats and assaults on these services are described, and most current methods for every security service are presented in this paper.
2020	Goyal et al.	Development of hybrid ad hoc on demand distance vector routing protocol in mobile ad hoc network	Hybrid AODV technique is proposed in this paper that will incorporate with the MFR (most forward within radius) and firefly algorithm for detecting shortest path.
2020	Goyal et al.	Design and implementation of modified local link repair multicast routing protocol for manets	A new protocol named modified local link repair (MLLR) multicasting routing protocol is proposed in this paper.
2021	Mahmood et al.	Security schemes based on conditional privacy-preserving vehicular ad hoc networks	Strengths and limitations of security schemes are discussed in this paper. Different schemes of security are also compared.
2021	Dwivedi et al.	Blockchain-based secured IPFS-enable event storage technique with authentication protocol in VANET	A blockchain-based protocol is proposed in this paper. This novel decentralized architecture for VANET is without the cloud server.
2021	Kumar et al.	Black hole attack detection in vehicular ad hoc network using secure AODV routing algorithm	For detection of black hole, a secure AODV routing protocol is developed. RREQ and RREP packets are improved in these protocols. Cryptography function-based encryption and decryption is used for security.
2021	Tejasvi et al.	Framework for anomaly detection in VANETs	Based on deep neural network, an anomaly detection framework is developed for VANET using sequence reconstruction and thresholding algorithm.
2020	Bensaber et al.	Design and modeling an adaptive neuro-fuzzy inference system (ANFIS) for the prediction of a security index in VANET	To get a prediction model of security for VANET, the authors proposed an applied adaptive neuro-fuzzy inference system (ANFIS). The authors simulate the network, then obtain database of attacks occurred, then analyzed it statistically, and show results using MATLAB.
2019	Neelaveni et al.	Performance enhancement and security assistance for VANET using cloud computing	RSUs are replaced by cloud computing to enhance security during transmission of information, and the authors named this proposed work as modified vehicular-adhocNet
2016	Kirti et al.	VANET and its security aspects: a review	VANET security aspects are focused in this review article. The authors conceptually analyse these aspects.