no code implementations • 5 Mar 2021 • Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Md Hasan Shahriar, Alvi Ataur Khalil, Selcuk Uluagac
In this paper, we propose SHChecker, a novel threat analysis framework that integrates machine learning and formal analysis capabilities to identify potential attacks and corresponding effects on an IoMT-based SHS.
no code implementations • 3 Mar 2021 • Alvi Ataur Khalil, Alexander J Byrne, Mohammad Ashiqur Rahman, Mohammad Hossein Manshaei
The uniqueness of UAVs in systems creates a novel set of trajectory or path planning and coordination problems.
Multi-agent Reinforcement Learning
reinforcement-learning
+3
no code implementations • 7 Oct 2020 • AKM Iqtidar Newaz, Nur Imtiazul Haque, Amit Kumar Sikder, Mohammad Ashiqur Rahman, A. Selcuk Uluagac
In this paper, we introduce a new type of adversarial attacks to exploit the ML classifiers used in a SHS.
no code implementations • 1 Sep 2020 • Nur Imtiazul Haque, Md Hasan Shahriar, Md Golam Dastgir, Anjan Debnath, Imtiaz Parvez, Arif Sarwat, Mohammad Ashiqur Rahman
Smart grid (SG) is a complex cyber-physical system that utilizes modern cyber and physical equipment to run at an optimal operating point.
no code implementations • 25 Aug 2020 • A H M Jakaria, Md Mosharaf Hossain, Mohammad Ashiqur Rahman
Furthermore, we show that it is beneficial to leverage the weather station data from multiple neighboring areas over the data of only the area for which weather forecasting is being performed.
no code implementations • 1 Jun 2020 • Md Hasan Shahriar, Nur Imtiazul Haque, Mohammad Ashiqur Rahman, Miguel Alonso Jr
To defend against these attacks, intrusion detection system (IDS) has been widely used.
no code implementations • 16 Feb 2020 • Tayebeh Rajab, Mohammad Hossein Manshaei, Mohammad Dakhilalian, Murtuza Jadliwala, Mohammad Ashiqur Rahman
To overcome this, committee-based approaches (e. g., Elastico) that partition the outstanding transaction set into shards and (randomly) select multiple committees to process these transactions in parallel have been proposed and have become very popular.
Cryptography and Security