2 papers
cs.CR2026
Enhancing Network Intrusion Detection Systems: A Multi-Layer Ensemble Approach to Mitigate Adversarial Attacks
Nasim Soltani, Shayan Nejadshamsi, Zakaria Abou El Houda +4
Adversarial examples can represent a serious threat to machine learning (ML) algorithms. If used to manipulate the behaviour of ML-based Network Intrusion Detection Systems (NIDS),…
cs.CV2025
FARM: Fine-Tuning Geospatial Foundation Models for Intra-Field Crop Yield Regression
Shayan Nejadshamsi, Yuanyuan Zhang, Shadi Zaki +3
Accurate and timely crop yield prediction is crucial for global food security and modern agricultural management. Traditional methods often lack the scalability and granularity req…