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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
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Posts
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Blog Post number 1
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portfolio
Machine Learning course taught by Andrew Ng on Coursera
Machine Learning course taught by Andrew Ng on Coursera
Portfolio item number 2
Short description of portfolio item number 2 
publications
A Self-Tuning Hybrid Fuzzy-PID Controller for First Order Hydraulic Systems
Published in 2015 Fifth International Conference on Advances in Computing and Communications (ICACC), 2015
This paper presents a Self-Learning Hybrid Fuzzy-PID Controller developed for pressure control in a first order hydraulic tank system, featuring self-adjusting tuning parameters for improved performance.
Recommended citation: J Jithish, KS Arun Nath, Deepa Sivan, Biju C Oommen. (2015). "A Self-Tuning Hybrid Fuzzy-PID Controller for First Order Hydraulic Systems." 2015 Fifth International Conference on Advances in Computing and Communications (ICACC), pp.75-78. https://ieeexplore.ieee.org/abstract/document/7433779
A Hybrid Adaptive Rule based System for Smart Home Energy Prediction
Published in DIAS/EDUDM@ ISEC, 2017
This study presents a hybrid intelligent system integrating neural networks and fuzzy systems for predicting daily electricity demand in smart homes.
Recommended citation: J Jithish, Sriram Sankaran. (2017). "A Hybrid Adaptive Rule based System for Smart Home Energy Prediction." DIAS/EDUDM@ ISEC.
Modelling the Impact of Code Obfuscation on Energy Usage
Published in DIAS/EDUDM@ ISEC, 2017
This study models the impact of code obfuscation algorithms on energy usage in embedded devices, analyzing the energy-security-performance trade-offs.
Recommended citation: Athul Raj, J Jithish, Sriram Sankaran. (2017). "Modelling the Impact of Code Obfuscation on Energy Usage." DIAS/EDUDM@ ISEC.
A neuro-fuzzy approach for domestic water usage prediction
Published in 2017 IEEE Region 10 Symposium (TENSYMP), 2017
This study develops a hybrid intelligent system for domestic water usage prediction using an Adaptive Neuro-Fuzzy Inference System (ANFIS).
Recommended citation: J Jithish, Sriram Sankaran. (2017). "A neuro-fuzzy approach for domestic water usage prediction." 2017 IEEE Region 10 Symposium (TENSYMP), pp.1-5.
Sybil attack in IoT: Modelling and defenses
Published in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017
This paper models sybil attacks in IoT, evaluating its impact on performance, and develops a defense mechanism based on behavioural profiling of nodes using an enhanced AODV protocol.
Recommended citation: Anjana Rajan, J Jithish, Sriram Sankaran. (2017). "Sybil attack in IoT: Modelling and defenses." 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), pp.2323-2327.
Securing networked control systems: Modeling attacks and defenses
Published in 2017 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 2017
This study develops an analytical model for DoS and Deception attacks in NCS, proposing a symmetric key encryption based mechanism for securing NCS from such attacks.
Recommended citation: J Jithish, Sriram Sankaran. (2017). "Securing networked control systems: Modeling attacks and defenses." 2017 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), pp.7-11.
Towards a decision-centric approach for securing cyber physical systems
Published in 2018 10th International Conference on Communication Systems & Networks (COMSNETS), 2018
This work uses Markov Decision Processes (MDP) to decide the threshold for initiating security mechanisms in CPS, aiming to balance the trade-off between system performance and security.
Recommended citation: J Jithish, Sriram Sankaran. (2018). "Towards a decision-centric approach for securing cyber physical systems." 2018 10th International Conference on Communication Systems & Networks (COMSNETS), pp.500-502.
A bio-inspired approach to secure networked control systems against adversarial delays
Published in Journal of Intelligent & Fuzzy Systems, 2019
This work leverages the Lotka-Volterra (LV) competition model to analyze the impact of time-delays in an NCS compromised by an adversary, proposing a fuzzy logic based defense mechanism.
Recommended citation: J Jithish, Sriram Sankaran. (2019). "A bio-inspired approach to secure networked control systems against adversarial delays." Journal of Intelligent & Fuzzy Systems, Vol. 36, No. 4, pp.3779-3790.
Attack detection based on statistical analysis of smartphone resource utilization
Published in 2019 IEEE 16th India Council International Conference (INDICON), 2019
This work proposes a novel approach using statistical analysis and information theory to detect malware-based attacks on smartphones, leveraging data such as CPU usage, RAM utilization, and network data.
Recommended citation: Jai Prakash, Sriram Sankaran, J Jithish. (2019). "Attack detection based on statistical analysis of smartphone resource utilization." 2019 IEEE 16th India Council International Conference (INDICON), pp.1-4. https://ieeexplore.ieee.org/abstract/document/9030310
Towards ensuring trustworthiness in cyber-physical systems: A game-theoretic approach
Published in 2020 International Conference on Communication Systems & NETworkS (COMSNETS), 2020
This work presents an analytical framework based on non-cooperative game theory to evaluate the trustworthiness of individual sensor nodes in CPS, using a game-theoretic model to derive a trust threshold criterion.
Recommended citation: J Jithish, Sriram Sankaran, Krishnashree Achuthan. (2020). "Towards ensuring trustworthiness in cyber-physical systems: A game-theoretic approach." 2020 International Conference on Communication Systems & NETworkS (COMSNETS), pp.626-629. https://ieeexplore.ieee.org/abstract/document/9027362
A Decision-centric approach for secure and energy-efficient cyber-physical systems
Published in Journal of Ambient Intelligence and Humanized Computing, 2021
This paper discusses a novel approach for balancing energy efficiency and security in Cyber-Physical Systems (CPSs), focusing on dynamic security mechanisms activated during cyberattacks.
Recommended citation: J Jithish, Sriram Sankaran, Krishnashree Achuthan. (2021). "A Decision-centric approach for secure and energy-efficient cyber-physical systems." Journal of Ambient Intelligence and Humanized Computing, 12, pp.417-441. https://link.springer.com/article/10.1007/s12652-020-01995-z
A game‐theoretic approach for ensuring trustworthiness in cyber‐physical systems with applications to multiloop UAV control
Published in Transactions on Emerging Telecommunications Technologies, 2021
This work presents an analytical framework based on noncooperative game theory to evaluate the trustworthiness of individual nodes in CPSs, with applications to multiloop UAV control.
Recommended citation: J Jithish, Sriram Sankaran. (2021). "A game‐theoretic approach for ensuring trustworthiness in cyber‐physical systems with applications to multiloop UAV control." Transactions on Emerging Telecommunications Technologies, 32(5), e4042. https://onlinelibrary.wiley.com/doi/abs/10.1002/ett.4042
Predictive Modelling Based Approaches for Secure and Energy Efficient Cyber Physical Systems
Published in Amrita Vishwa Vidyapeetham, 2022
This work by J Jithish focuses on predictive modelling approaches aimed at enhancing the security and energy efficiency of Cyber Physical Systems.
Recommended citation: J Jithish. (2022). "Predictive Modelling Based Approaches for Secure and Energy Efficient Cyber Physical Systems." Amrita Vishwa Vidyapeetham. https://shodhganga.inflibnet.ac.in/handle/10603/367401
Distributed Anomaly Detection in Smart Grids: A Federated Learning-Based Approach
Published in IEEE Access, 2023
This paper discusses the integration of Information and Communication Technologies (ICT) in smart grids for anomaly detection using Machine Learning (ML) techniques, focusing on privacy-preserving federated learning approaches.
Recommended citation: J Jithish, Bithin Alangot, Nagarajan Mahalingam, Kiat Seng Yeo. (2023). "Distributed Anomaly Detection in Smart Grids: A Federated Learning-Based Approach." IEEE Access, 11, pp.7157-7179. https://ieeexplore.ieee.org/abstract/document/10018378/
talks
ISSISP 2016
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Poster Presentation @ COMSNETS 2018
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CLOUDS 2018 Workshop
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PhD Seminar
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Poster Presentation @ COMSNETS 2020
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PhD Seminar
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teaching
Cloud Computing
Undergraduate course, Amrita Vishwa Vidyapeetham, Center for Cybersecurity Systems and Networks, 2019
Syllabus
- Introduction to Cloud Computing
- Overview of cloud services
- Basic cloud models (IaaS, PaaS, SaaS)
- Cloud providers overview (AWS, Azure, GCP)
- Advanced Cloud Solutions
- Designing scalable architectures
- Cloud security and compliance
- Cost optimization strategies
- DevOps in the Cloud
- CI/CD pipelines and automation
- Infrastructure as Code (IaC)
- Monitoring and logging in cloud environments
Information Security
Undergraduate course, Amrita Vishwa Vidyapeetham, Center for Cybersecurity Systems and Networks, 2019
Syllabus
- Fundamentals of Information Security
- Understanding security principles
- Basics of cryptography
- Network security essentials
- Advanced Cybersecurity Practices
- Ethical hacking and penetration testing
- Incident response and forensics analysis
- Security policy formulation and implementation
- Emerging Threats and Defenses
- IoT and mobile security
- Cloud security best practices
- AI and ML in cybersecurity