Publications
Journal Publications
09: Sajjad Khan and Davor Svetinovic," A Robust and Adaptive Framework for Differentially Private Federated Learning Systems Against Behavioural Security Threats” Work in progress.
08: Anton Wahrstätter, Sajjad Khan, and Davor Svetinovic,"OpenFL: A Scalable and Secure Decentralized Federated Learning System on the Ethereum Blockchain ” Under review in Internet of Things, Elsevier, 2024.
07: Kainat Mustafa, Sajjad Khan, Sheraz Aslam, Herodotos Herodotou, Nouman Ashraf, Amil Daraz and Tamim Alkhalifah, "Towards Holistic Energy Management by Electricity Load and Price Forecasting: A Comprehensive Survey.” IEEEAccess 2023, DOI: 10.1109/Access.2023.3334164
06: Sajjad Khan, Jorão Gomes Jr., Muhammad Habib ur Rehman and Davor Svetinovic,"Dynamic Behaviour Assessment Protocol for Secure Decentralized Federated Learning ” Internet of Things, Elsevier, 2023, Doi.org/10.1016/j.iot.2023.100956
05: Jorão Gomes Jr., Sajjad Khan, and Davor Svetinovic," Fortifying the Blockchain: A Systematic Review and Classification of Post-Quantum Consensus Solutions for Enhanced Security and Resilience" IEEEAccess, 2023, DOI:10.1109/ACCESS.2023.3296559
04: Anton Wahrstätter, Jorão Gomes Jr., Sajjad Khan and Davor Svetinovic,"Improving Cryptocurrency Crime Detection: CoinJoin Community Detection Approach” IEEE Transaction on Dependable and Secure Computing , 2023. DOI: 10.1109/TDSC.2023.3238412
03: Sajjad Khan, Muhammad Bilal Amin, Ahmad Taher Azar and Sheraz Aslam, "Towards interoperable blockchains: A survey on the role of smart contracts in blockchain interoperability" IEEEAccess 2021, DOI: 10.1109/ACCESS.2021.3106384
02: Sajjad Khan, Shahzad Aslam, Iqra Mustafa and Sheraz Aslam, "Short-term Electricity Price Forecasting by Employing Ensemble Empirical Mode Decomposition and Extreme Learning Machine" Forecasting 2021, 3(3), 460-476; https://doi.org/10.3390/forecast3030028
01: Mahnoor Khan, Nadeem Javaid, Sajjad Khan, Abdullah, Adnan Naseem, Salman Ahmed, Muhammad Sajid Riaz, Mariam Akbar and Manzoor Ilahi, "Game Theoretical Demand Response Management and Short-Term Load Forecasting by Knowledge Based Systems on the basis of Priority Index", Electronics 2018, 7(12), 431, EISSN 2079-9292. doi: 10.3390/electronics7120431.
Conference Proceedings / Book Chapters
08: Coco Koban, Maria Spravtseva, Maryia Falaleyeva, Roman Moiseev and Sajjad Khan, “ Modeling User-Centric Threats in Smart City: A Hybrid Threat Modeling Method", in 19th ACS/IEEE International Conference on Computer Systems and Applications AICCSA. IEEE, 2022
07: Sajjad Khan, Zahoor Ali Khan, Nadeem Javaid, Waleed Ahmad, Raza Abid Abbasi and Hafiz Muhammad Faisal, "On Maximizing User Comfort using a Novel Meta-Heuristic Technique in Smart Home", in 33rd International Conference on Advanced Information Networking and Applications (AINA).
06: Sajjad Khan, Nadeem Javaid, Annas Chand, Abdul Basit Majeed Khan, Fahad Rashid and Imran Uddin Afridi, "Electricity load forecasting for each day of week using deep CNN", in 33rd International Conference on Advanced Information Networking and Applications (AINA), 2019.
05 : Sajjad Khan, Nadeem Javaid, Zahoor Ali khan, Sahibzada Muhammad Shuja, Muhammad Abdullah and Annas Chand, "Energy Efficient Scheduling of Smart Homes", in 33rd International Conference on Advanced Information Networking and Applications (AINA), 2019
04: Sajjad, Khan Nadeem Javaid, Annas Chand, Raza Abid Abbasi, Abdul Basit Majeed Khan, and Hafiz Muhammad Faisal. "Forecasting day, week and month ahead electricity load consumption of a building using empirical mode decomposition and extreme learning machine." In 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC), pp. 1600-1605. IEEE, 2019.
03: Butt, Ayesha Anjum, Sajjad Khan, Tehreem Ashfaq, Sakeena Javaid, Norin Abdul Sattar, and Nadeem Javaid. "A cloud and fog based architecture for energy management of smart city by using meta-heuristic techniques." In 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC), pp. 1588-1593. IEEE, 2019.
02: Khan Abdul Basit Majeed, Sajjad Khan, Sayeda Aimal, Muddassar Khan, Bibi Ruqia, and Nadeem Javaid. "Half Hourly Electricity Load Forecasting Using Convolutional Neural Network." In International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, pp. 172-184. Springer, Cham, 2019.
01: Irfan Azam, Abdul Majid, Tanveer Khan, Sajjad Khan, Zahoor Ali Khan, Umar Qasim, and Nadeem Javaid, "Avoiding Energy Holes in Underwater Wireless Sensor Networks with Balanced Load Distribution", 10th IEEE International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS-2016), Japan, pp. 341-350. doi:10.1109/CISIS.2016.109
MS (CS) Thesis
Multi-Objective Home Energy Management System with Multi-Class Appliances using Meta-Heuristic Techniques
Supervisor: Dr. Nadeem Javaid
Co-Supervisor: Dr. Safdar Hussain Bouk