Adversarial Data-Augmented Resilient Intrusion Detection System for Unmanned Aerial Vehicles. - Muneeba Asif; Mohammad Ashiqur Rahman; Kemal Akkaya; Hossain Shahriar; Alfredo Cuzzocrea (IEEE Big Data, 2023)

Trajectory Synthesis for a UAV Swarm Based on Resilient Data Collection Objectives. - A. H. M. Jakaria; Mohammad Ashiqur Rahman; Muneeba Asif; Alvi Ataur Khalil; Hisham A. Kholidy; Matthew Anderson; Steven Drager 001 (IEEE Trans. Netw. Serv. Manag., 2023)

ConFIDe: A PWM-Driven Control-Fused Intrusion Detection System for Hardware Security in Unmanned Aerial Vehicles. - Muneeba Asif; Mohammad Ashiqur Rahman; Kemal Akkaya; Ahmad Mohammad (AsiaCCS, 2024)

Side-Channel-Driven Intrusion Detection System for Mission Critical Unmanned Aerial Vehicles. - Alejandro Almeida; Muneeba Asif; Md. Tauhidur Rahman 001; Mohammad Ashiqur Rahman (ISQED, 2024)

Secured UAV Navigation: A Novel Intrusion Detection System Based on PWM Signal Analysis. - Alvaro Alva; Luis Martinez Moreno; Muneeba Asif; Alvi Ataur Khalil; Mohammad Ashiqur Rahman; Alfredo Cuzzocrea; Hossain Shahriar (SDS, 2024)

"I will always be by your side": A Side-Channel Aided PWM-based Holistic Attack Recovery for Unmanned Aerial Vehicles. - Muneeba Asif; Jean C. Tonday Rodriguez; Mohammad Kumail Kazmi; Mohammad Ashiqur Rahman; Kemal Akkaya (DSN, 2025)

SHEATH: Defending Horizontal Collaboration for Distributed CNNs Against Adversarial Noise. - Muneeba Asif; Mohammad Kumail Kazmi; Mohammad Ashiqur Rahman; Syed Rafay Hasan; Soamar Homsi (IEEE Trans. Inf. Forensics Secur., 2025)