4 papers
Explainable Attention-Based LSTM Framework for Early Detection of AI-Assisted Ransomware via File System Behavioral Analysis
Prabhudarshi Nayak, Gogulakrishnan Thiyagarajan, Debashree Priyadarshini +2
Ransomware continues to evolve as one of the most disruptive cyber threats, with recent variants increasingly leveraging automated and AI-assisted techniques to evade traditional s…
Post-quantum Federated Learning: Secure And Scalable Threat Intelligence For Collaborative Cyber Defense
Prabhudarshi Nayak, Gogulakrishnan Thiyagarajan, Ritunsa Mishra +1
Collaborative threat intelligence via federated learning (FL) faces critical risks from quantum computing, which can compromise classical encryption methods. This study proposes a…
Securing Credit Inquiries: The Role of Real-Time User Approval in Preventing SSN Identity Theft
Gogulakrishnan Thiyagarajan, Vinay Bist, Prabhudarshi Nayak
Unauthorized credit inquiries are also a central entry point for identity theft, with Social Security Numbers (SSNs) being widely utilized in fraudulent cases. Traditional credit i…
The Hidden Dangers of Outdated Software: A Cyber Security Perspective
Gogulakrishnan Thiyagarajan, Vinay Bist, Prabhudarshi Nayak
Outdated software remains a potent and underappreciated menace in 2025's cybersecurity environment, exposing systems to a broad array of threats, including ransomware, data breache…