Shahbaz Rezaei

35 papers A* 6B 1Journal 26Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Domain Generalization in-the-Wild: Disentangling Classification from Domain-Aware Representations. CoRR Ha Min Son, Zhe Zhao, Shahbaz Rezaei, Xin Liu
2025	A*	`conf`	Explanation Space: A New Perspective into Time Series Interpretability. ICDM Shahbaz Rezaei, Xin Liu
2025	J	`jnl`	FixCLR: Negative-Class Contrastive Learning for Semi-Supervised Domain Generalization. CoRR Ha Min Son, Shahbaz Rezaei, Xin Liu
2025	—	`conf`	Implet: A Post-Hoc Subsequence Explainer for Time Series Models. ICDM (Workshops) Fanyu Meng, Ziwen Kan, Shahbaz Rezaei, Zhaodan Kong, Xin Chen, Xin Liu
2025	J	`jnl`	Implet: A Post-hoc Subsequence Explainer for Time Series Models. CoRR Fanyu Meng, Ziwen Kan, Shahbaz Rezaei, Zhaodan Kong, Xin Chen, Xin Liu
2025	A*	`conf`	On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models. ICDM Shahbaz Rezaei, Avishai Halev, Xin Liu
2025	J	`jnl`	On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models. CoRR Shahbaz Rezaei, Avishai Halev, Xin Liu
2024	J	`jnl`	Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification. CoRR Ziwen Kan, Shahbaz Rezaei, Xin Liu
2024	J	`jnl`	Explanation Space: A New Perspective into Time Series Interpretability. CoRR Shahbaz Rezaei, Xin Liu
2023	A*	`conf`	Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. SP Shahbaz Rezaei, Zubair Shafiq, Xin Liu
2023	J	`jnl`	Dynamic Batch Norm Statistics Update for Natural Robustness. CoRR Shahbaz Rezaei, Mohammad Sadegh Norouzzadeh
2023	—	`—`	Membership Inference Attacks on Deep Learning Models Shahbaz Rezaei
2022	J	`jnl`	An Efficient Subpopulation-based Membership Inference Attack. CoRR Shahbaz Rezaei, Xin Liu
2022	J	`jnl`	On the Discredibility of Membership Inference Attacks. CoRR Shahbaz Rezaei, Xin Liu
2022	J	`jnl`	User-Level Membership Inference Attack against Metric Embedding Learning. CoRR Guoyao Li, Shahbaz Rezaei, Xin Liu
2021	J	`jnl`	Accuracy-Privacy Trade-off in Deep Ensembles. CoRR Shahbaz Rezaei, Zubair Shafiq, Xin Liu
2021	J	`jnl`	Modeling and Evaluation of Multi-Hop Wireless Networks Using SRNs. IEEE Trans. Netw. Sci. Eng. Reza Entezari-Maleki, Mohammed Gharib, Shahbaz Rezaei, Kishor S. Trivedi, Ali Movaghar
2021	A*	`conf`	On the Difficulty of Membership Inference Attacks. CVPR Shahbaz Rezaei, Xin Liu
2020	A*	`conf`	A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. ICLR Shahbaz Rezaei, Xin Liu
2020	J	`jnl`	An area-scalable human-based mobility model. Comput. Networks Mohammed Gharib, Ahmad Foroozani, Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar, Ali Movaghar
2020	J	`jnl`	Large-Scale Mobile App Identification Using Deep Learning. IEEE Access Shahbaz Rezaei, Bryce Kroencke, Xin Liu
2020	B	`conf`	Multitask Learning for Network Traffic Classification. ICCCN Shahbaz Rezaei, Xin Liu
2020	J	`jnl`	Towards the Infeasibility of Membership Inference on Deep Models. CoRR Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. CoRR Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	Deep Learning for Encrypted Traffic Classification: An Overview. IEEE Commun. Mag. Shahbaz Rezaei, Xin Liu
2019	A*	`conf`	How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. ICDM Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	Large-scale Mobile App Identification Using Deep Learning. CoRR Shahbaz Rezaei, Bryce Kroencke, Xin Liu
2019	J	`jnl`	Multitask Learning for Network Traffic Classification. CoRR Shahbaz Rezaei, Xin Liu
2019	J	`jnl`	Security of Deep Learning Methodologies: Challenges and Opportunities. CoRR Shahbaz Rezaei, Xin Liu
2018	J	`jnl`	Deep Learning for Encrypted Traffic Classification: An Overview. CoRR Shahbaz Rezaei, Xin Liu
2018	J	`jnl`	How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. CoRR Shahbaz Rezaei, Xin Liu
2018	J	`jnl`	Study of Uniform Jitter Mechanism for Metric-based Wireless Routing. CoRR Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar
2018	J	`jnl`	Throughput Analysis of IEEE 802.11 Multi-Hop Wireless Networks With Routing Consideration: A General Framework. IEEE Trans. Commun. Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar
2018	J	`jnl`	Throughput Analysis of IEEE 802.11 Multi-hop Wireless Networks with Routing Consideration: A General Framework. CoRR Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar
2017	J	`jnl`	Performance Analysis of Collision of Exponential Jitter Mechanism in Wireless Networks. Wirel. Pers. Commun. Shahbaz Rezaei