Mitigating Cyber-Security Risks using Cyber-Analytics

Anand, Abhishek; Chirputkar, Abhijit; Ashok, P.

doi:10.1109/icoei56765.2023.10126001

Cited by 7 publications

(2 citation statements)

References 14 publications

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“…While some devices may have security features, they are often not enabled by default, leaving users vulnerable to unauthorized access. In fact, research has shown that most smart devices do not have security or privacy controls built in to protect sensitive data transmissions, and those that do typically do not have them set to be secured by default [25,28]. This means that users may mistakenly believe that their devices are secure when they are not, leaving them open to data breaches and other security threats.…”

Section: Discussionmentioning

confidence: 99%

“…It acts as a general platform to facilitate data exchange and processing between devices, finding broad applications across industries such as smart homes, industrial automation, healthcare, transportation systems and etc [27]. This research involves the development, implementation and testing of a new algorithm [28]. Metrics such as mean square error (MSE), root-mean-square error (RMSE), mean per square error (MCE), and log loss were used in the evaluation of the model The findings showed that the H2OXGBoost algorithm worked better than other H2O models in terms of accuracy.…”

Section: Literature Reviewmentioning

confidence: 99%

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A Review on Mitigating Privacy Risks in IoT-Enabled Smart Homes

Dhanraj,

Kumar,

Singh

et al. 2024

Comput. Networks Commun.

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This paper discusses current technologies for lessening these risks and suggests an approach with multiple layers toward tackling these concerns. This plan integrates security measures at the device level, as well as security measures for networks, and even educational measures for users. Real-world instances and illustrations of the efficacy of the suggested method are presented. Various research gaps in IoT security and privacy have been identified, like the necessity for scalable security solutions, business-related problems, security policies focused on users, protection of privacy using data analysis, and the evolving threat landscape!! It also emphasizes the need for security measures for energy storage and contemplates the legal and ethical consequences of IoT security and privacy in intelligent homes. The discussion concludes with future research directions and challenges related to IoT security and privacy strategies and recognizes potential areas for innovation and enhancement. The intention is to contribute to the continuing discussion on IoT security and privacy, offering perspectives and recommendations to safeguard the integrity and privacy of the ecosystem in intelligent homes in an increasingly interconnected world.

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Section: Discussionmentioning

confidence: 99%

Section: Literature Reviewmentioning

confidence: 99%