INVESTIGATING THE IOT SECURITY AND PRIVACY CHALLENGES
DOI:
https://doi.org/10.65009/tf17xb64Keywords:
Internet of Things (IOT), Security and Privacy Challenges, Data-Sharing,,Abstract
More technology organizations are conducting research into using cutting-edge technological
transformations like cloud computing and the Internet of Things (IoT). Smart houses and increasingly
feasible systems are just two of the numerous techniques and systems that the IoT may assist. Smart items
built on the Internet of Things can communicate with other components like proxies, mobile devices, and
data collectors. However these components provide consumers new, cutting-edge services and assist in
addressing a number of societal challenges, their limited processing capacity leaves them open to well-
known security and safety assaults. In turn, this emphasises the need for a solid technical and legal base
and underscores the need of validity and trustworthiness in IoT. The issues related to the Internet of
Things, health, and privacy are discussed in this paper, along with suggestions for IoT solutions. We also
mention a few issues that still need to be investigated further.
References
Naveen Sai Bommina, Uppu Lokesh, Nandipati Sai Akash, Dr. Hussain Syed, Dr. Syed Umar,
"Optimizing AI-Driven Security Protocols in IoT Networks Using Metaheuristic Algorithms",
International Journal of Intelligent Systems and Applications in Engineering, IJISAE, 2024, 12(23s),
–3347.
Naveen Sai Bommina, Nandipati Sai Akash, Uppu Lokesh, Dr. Hussain Syed, Dr. Syed Umar, "A
Hybrid Optimization Framework for Enhancing IoT Security via AI-based Anomaly Detection",
International Journal on Recent and Innovation Trends in Computing and Communication, ISSN:
-8169 Volume: 11 Issue: 3.
Uppu Lokesh , Naveen Sai Bommina , Nandipati Sai Akash , Dr. Hussain Syed , Dr. Syed Umar.
(2021). Deep Reinforcement Learning with Genetic Algorithm Tuning for Intrusion Detection in IoT
Systems. International Journal of Communication Networks and Information Security (IJCNIS),
(3), 582–595.
Nandipati Sai Akash, Uppu Lokesh, Naveen Sai Bommina, Hussain Syed, Syed Umar, "Swarm
Intelligence-Based Hyperparameter Optimization for AI-Powered IoT Threat Detection",
International Journal of Intelligent Systems and Applications in Engineering, (2024), 12(17s), 941.
Uppu Lokesh, Naveen Sai Bommina, Nandipati Sai Akash, Dr. Hussain Syed, Dr. Syed Umar,
"Designing Energy-Efficient and Secure IoT Architectures Using Evolutionary Optimization
Algorithms", International Journal of Applied Engineering & Technology, Vol. 4 No.2, September,
Usman, M., Zubair, M., Hussein, H. S., Wajid, M., Farrag, M., Ali, S. J., ... & Habeeb, M. S. (2021).
Empirical mode decomposition for analysis and filtering of speech signals. IEEE Canadian Journal of
Electrical and Computer Engineering, 44(3), 343-349.
Habeeb, M. S., & Babu, T. R. (2024). MS-CFFS: Multistage Coarse and Fine Feature Selection for
Advanced Anomaly Detection in IoT Security Networks. International Journal of Electrical and
Electronics Research, 12(3), 780-790.
Ahmad, Z., Khan, A. S., Aqeel, S., Julaihi, A. A., Tarmizi, S., Annuar, N., & Habeeb, M. S. (2022,
May). S-ADS: spectrogram image-based anomaly detection system for IoT networks. In 2022
Applied Informatics International Conference (AiIC) (pp. 105-110). IEEE.
HABEEB, M. S., & BABU, T. R. (2024). WOA-SA: OPTIMIZING NIDS WITH ENHANCED
DEEP LEARNING FOR ZERO-DAY ATTACK DETECTION. Journal of Jilin University
(Engineering and Technology Edition).
Divya Rohatgi, Dr. Tulika Pandey, "Regression Test Selection Framework for Web Services",
INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH VOLUME 9,
ISSUE 03, MARCH 2020.
R. Gnanakumaran, Divya Rohatgi, A K Sampath, Nidhi Nagar, D. Amuthaguka, Raj Kumar Gupta,
"Robust Extreme Learning Machine based Sentiment Analysis and Classification", 2023 5th
International Conference on Smart Systems and Inventive Technology (ICSSIT), (2023), DOI:
1109/ICSSIT55814.2023.10061017.
Naveen Sai Bommina , Nandipati Sai Akash, Uppu Lokesh , Dr. Hussain Syed , Dr. Syed Umar,
"Multi-Objective Genetic Algorithms for Secure Routing and Data Privacy in IoT Networks",
International Journal of Communication Networks and Information Security (IJCNIS), (2020), 12(3),
–643.
Nandipati Sai Akash, Naveen Sai Bommina, Uppu Lokesh, Hussain Syed, Syed Umar, "Optimized
Block Chain-Enabled Security Mechanism for IoT Using Ant Colony Optimization", International Journal on Recent and Innovation Trends in Computing and Communication, (2023), 11(10), 1226
Naveen Sai Bommina , Nandipati Sai Akash, Uppu Lokesh , Dr. Hussain Syed , Dr. Syed Umar,
"Privacy-Preserving Federated Learning for IoT Devices with Secure Model Optimization",
International Journal of Communication Networks and Information Security (IJCNIS), (2021), 13(2),
–405.
