Hamid Bostani

According to our database, Hamid Bostani authored at least 12 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection.

Hamid Bostani, Zhengyu Zhao, Zhuoran Liu, Veelasha Moonsamy

ACM Trans. Priv. Secur., May, 2025

Beyond Learning Algorithms: The Crucial Role of Data in Robust Malware Detection.

Hamid Bostani, Veelasha Moonsamy

IEEE Secur. Priv., 2025

2024

On the Effectiveness of Adversarial Training on Malware Classifiers.

Hamid Bostani, Jacopo Cortellazzi, Daniel Arp, Fabio Pierazzi, Veelasha Moonsamy, Lorenzo Cavallaro

CoRR, 2024

EvadeDroid: A practical evasion attack on machine learning for black-box Android malware detection.

Hamid Bostani, Veelasha Moonsamy

Comput. Secur., 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

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations.

Hamid Bostani, Zhengyu Zhao, Veelasha Moonsamy

Proceedings of the Computer Security. ESORICS 2024 International Workshops, 2024

2022

Domain Constraints in Feature Space: Strengthening Robustness of Android Malware Detection against Realizable Adversarial Examples.

Hamid Bostani, Zhuoran Liu, Zhengyu Zhao, Veelasha Moonsamy

CoRR, 2022

2021

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

2017

Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems.

Hamid Bostani, Mansour Sheikhan

Soft Comput., 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 anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach.

Hamid Bostani, Mansour Sheikhan

Comput. Commun., 2017

2016

A hybrid intrusion detection architecture for Internet of things.

Mansour Sheikhan, Hamid Bostani

Proceedings of the 8th International Symposium on Telecommunications, 2016