14 citations · 35 across the 9 of their papers we have counts for
9 papers
Implementing Zero Trust Architecture to Enhance Security and Resilience in the Pharmaceutical Supply Chain
Saeid Ghasemshirazi, Ghazaleh Shirvani, Marziye Ranjbar Tavakoli +2
The pharmaceutical supply chain faces escalating cybersecurity challenges threatening patient safety and operational continuity. This paper examines the transformative potential of…
Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models
Ghazaleh SHirvani, Saeid Ghasemshirazi
Email spam detection is a critical task in modern communication systems, essential for maintaining productivity, security, and user experience. Traditional machine learning and dee…
Securing the Future: Proactive Threat Hunting for Sustainable IoT Ecosystems
Saeid Ghasemshirazi, Ghazaleh Shirvani
In the rapidly evolving landscape of the IoT, the security of connected devices has become a paramount concern. This paper explores the concept of proactive threat hunting as a piv…
Towards Sustainable IoT: Challenges, Solutions, and Future Directions for Device Longevity
Ghazaleh Shirvani, Saeid Ghasemshirazi
In an era dominated by the Internet of Things, ensuring the longevity and sustainability of IoT devices has emerged as a pressing concern. This study explores the various complex d…
Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
Ghazaleh Shirvani, Saeid Ghasemshirazi
The widespread use of the Internet of Things has led to the development of large amounts of perception data, making it necessary to develop effective and scalable data analysis too…
Enhancing IoT Security Against DDoS Attacks through Federated Learning
Ghazaleh Shirvani, Saeid Ghasemshirazi, Mohammad Ali Alipour
The rapid proliferation of the Internet of Things (IoT) has ushered in transformative connectivity between physical devices and the digital realm. Nonetheless, the escalating threa…
Federated Learning: Attacks, Defenses, Opportunities, and Challenges
Ghazaleh Shirvani, Saeid Ghasemshirazi, Behzad Beigzadeh
Using dispersed data and training, federated learning (FL) moves AI capabilities to edge devices or does tasks locally. Many consider FL the start of a new era in AI, yet it is sti…
Zero Trust: Applications, Challenges, and Opportunities
Saeid Ghasemshirazi, Ghazaleh Shirvani, Mohammad Ali Alipour
The escalating complexity of cybersecurity threats necessitates innovative approaches to safeguard digital assets and sensitive information. The Zero Trust paradigm offers a transf…
Enabling a Zero Trust Architecture in a 5G-enabled Smart Grid
Mohammad Ali Alipour, Saeid Ghasemshirazi, Ghazaleh Shirvani
One of the most promising applications of the IoT is the Smart Grid (SG). Integrating SG's data communications network into the power grid allows gathering and analyzing informatio…