22 citations · 27 across the 5 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CR2026
Are We Shooting Flies with Cannons? Trade-off Analysis for AI-based 5G Intrusion Detection
Federica Uccello, Simin Nadjm-Tehrani
The increasing adoption of Artificial Intelligence (AI) in network intrusion detection raises the question of whether complex and computationally expensive models are justified for…
cs.CR2026
When Relationships Break: Interpreting Network Traffic Anomalies via Dependency Violations
Federica Uccello, Simin Nadjm-Tehrani
Current research on security monitoring is increasingly focusing on machine-learning-based approaches, but caveats remain. In addition to huge computational overhead, one concern i…