4 papers
OptoAgent: A Trustworthy Multi-Agent Framework for Opportunistic Vision Micro-Screening in Classroom Environments
Toqeer Ali Syed, Ali Akarma, Adeel Ahmad +1
A child with reduced distance vision often does not know that anything is wrong. Children adapt, move closer, and rarely report the difficulty, so the problem can survive years of…
XAI-SDN: An Explainable Entropy-Guided Machine Learning Framework for Real-Time DDoS Detection in Software Defined Networks
Adeel Ahmad, Ali Akarma, Ahmad Ali +2
One of the biggest risks faced by Software Defined Networks (SDN) is the Distributed Denial of Service (DDoS) attack in which a compromised controller can make an entire network un…
Governance-Constrained Agentic AI: Blockchain-Enforced Human Oversight for Safety-Critical Wildfire Monitoring
Ali Akarma, Toqeer Ali Syed, Salman Jan +2
The AI-based sensing and autonomous monitoring have become the main components of wildfire early detection, but current systems do not provide adaptive inter-agent coordination, st…
Agents for Agents: An Interrogator-Based Secure Framework for Autonomous Internet of Underwater Things
Ali Akarma, Toqeer Ali Syed, Abdul Khadar Jilani +4
Autonomous underwater vehicles (AUVs) and sensor nodes increasingly support decentralized sensing and coordination in the Internet of Underwater Things (IoUT), yet most deployments…