no code implementations • 18 Jun 2024 • Md Hasan Shahriar, Ning Wang, Y. Thomas Hou, Wenjing Lou
However, the proliferation of malicious data manipulation attacks against ML, namely adversarial and backdoor attacks, jeopardizes its reliability in safety-critical applications.
1 code implementation • 3 May 2022 • Md Hasan Shahriar, Yang Xiao, Pablo Moriano, Wenjing Lou, Y. Thomas Hou
As ordinary injection attacks disrupt the typical timing properties of the CAN data stream, rule-based intrusion detection systems (IDS) can easily detect them.
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 • 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 • 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.