A hybrid intrusion detection architecture for Internet of things. - Mansour Sheikhan; Hamid Bostani (IST, 2016)

Hybrid of anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach. - Hamid Bostani; Mansour Sheikhan (Comput. Commun., 2017)

Modification of supervised OPF-based intrusion detection systems using unsupervised learning and social network concept. - Hamid Bostani; Mansour Sheikhan (Pattern Recognit., 2017)

Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems. - Hamid Bostani; Mansour Sheikhan (Soft Comput., 2017)

A strong coreset algorithm to accelerate OPF as a graph-based machine learning in large-scale problems. - Hamid Bostani; Mansour Sheikhan; Behrad Mahboobi (Inf. Sci., 2021)

Domain Constraints in Feature Space: Strengthening Robustness of Android Malware Detection against Realizable Adversarial Examples. - Hamid Bostani; Zhuoran Liu 001; Zhengyu Zhao 001; Veelasha Moonsamy (CoRR, 2022)

Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations. - Hamid Bostani; Zhengyu Zhao 001; Veelasha Moonsamy (ESORICS Workshops (2), 2024)

Targeted and Troublesome: Tracking and Advertising on Children's Websites. - Zahra Moti; Asuman Senol; Hamid Bostani; Frederik J. Zuiderveen Borgesius; Veelasha Moonsamy; Arunesh Mathur; Gunes Acar (SP, 2024)

EvadeDroid: A practical evasion attack on machine learning for black-box Android malware detection. - Hamid Bostani; Veelasha Moonsamy (Comput. Secur., 2024)

On the Effectiveness of Adversarial Training on Malware Classifiers. - Hamid Bostani; Jacopo Cortellazzi; Daniel Arp; Fabio Pierazzi; Veelasha Moonsamy; Lorenzo Cavallaro (CoRR, 2024)

Beyond Learning Algorithms: The Crucial Role of Data in Robust Malware Detection. - Hamid Bostani; Veelasha Moonsamy (IEEE Secur. Priv., 2025)

Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection. - Hamid Bostani; Zhengyu Zhao 001; Zhuoran Liu 001; Veelasha Moonsamy (ACM Trans. Priv. Secur., 2025)