Hamid Bostani

15 papers A* 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Learning Algorithms: The Crucial Role of Data in Robust Malware Detection.
IEEE Secur. Priv.
Hamid Bostani, Veelasha Moonsamy
2025 J jnl
Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection.
ACM Trans. Priv. Secur.
Hamid Bostani, Zhengyu Zhao, Zhuoran Liu, Veelasha Moonsamy
2024 J jnl
EvadeDroid: A practical evasion attack on machine learning for black-box Android malware detection.
Comput. Secur.
Hamid Bostani, Veelasha Moonsamy
2024 — conf
Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations.
ESORICS Workshops (2)
Hamid Bostani, Zhengyu Zhao, Veelasha Moonsamy
2024 J jnl
Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations.
CoRR
Hamid Bostani, Zhengyu Zhao, Veelasha Moonsamy
2024 J jnl
On the Effectiveness of Adversarial Training on Malware Classifiers.
CoRR
Hamid Bostani, Jacopo Cortellazzi, Daniel Arp, Fabio Pierazzi, Veelasha Moonsamy, Lorenzo Cavallaro
2024 A* conf
Targeted and Troublesome: Tracking and Advertising on Children's Websites.
SP
Zahra Moti, Asuman Senol, Hamid Bostani, Frederik J. Zuiderveen Borgesius, Veelasha Moonsamy, Arunesh Mathur, Gunes Acar
2023 J jnl
Targeted and Troublesome: Tracking and Advertising on Children's Websites.
CoRR
Zahra Moti, Asuman Senol, Hamid Bostani, Frederik J. Zuiderveen Borgesius, Veelasha Moonsamy, Arunesh Mathur, Gunes Acar
2022 J jnl
Domain Constraints in Feature Space: Strengthening Robustness of Android Malware Detection against Realizable Adversarial Examples.
CoRR
Hamid Bostani, Zhuoran Liu, Zhengyu Zhao, Veelasha Moonsamy
2021 J jnl
A strong coreset algorithm to accelerate OPF as a graph-based machine learning in large-scale problems.
Inf. Sci.
Hamid Bostani, Mansour Sheikhan, Behrad Mahboobi
2021 J jnl
EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection.
CoRR
Hamid Bostani, Veelasha Moonsamy
2017 J jnl
Hybrid of anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach.
Comput. Commun.
Hamid Bostani, Mansour Sheikhan
2017 J jnl
Hybrid of binary gravitational search algorithm and mutual information for feature selection in intrusion detection systems.
Soft Comput.
Hamid Bostani, Mansour Sheikhan
2017 J jnl
Modification of supervised OPF-based intrusion detection systems using unsupervised learning and social network concept.
Pattern Recognit.
Hamid Bostani, Mansour Sheikhan
2016 — conf
A hybrid intrusion detection architecture for Internet of things.
IST
Mansour Sheikhan, Hamid Bostani