2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 1 cited
Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization
Rana Abou Khamis, Omair Shafiq, Ashraf Matrawy
With the growth of adversarial attacks against machine learning models, several concerns have emerged about potential vulnerabilities in designing deep neural network-based intrusi…
cs.NI2019★ 2 cited
Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks
Olakunle Ibitoye, Omair Shafiq, Ashraf Matrawy
Adversarial attacks have been widely studied in the field of computer vision but their impact on network security applications remains an area of open research. As IoT, 5G and AI c…