2 papers
cs.CR2026
Attributing Sensor Deviations to Degradation, Weather, or Attack in Oilfield Digital Twins: A Simulation Study of Probabilistic Attribution and Cost-Based Decisions
Mustafa S. Aljumaily, Nawar S. Alseelawi, Hayder Kareem Abed
When an oilfield digital twin disagrees with its instruments, the operator must decide whether the cause is hardware degradation, harsh-weather effects, or malicious data manipulat…
cs.CR2026
Toward Responsible AI-Augmented Cyber Defense: Pattern Recognition, Defense-in-Depth, and the Case for Human-AI Collaboration
Mustafa S. Aljumaily, Hayder Kareem Abed, Nawar S. Alseelawi
Cybersecurity literature has extensively documented the operational benefits of artificial intelligence (AI) for threat detection, incident response, and prevention, while raising…