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ORCIDShahbaz Rezaei
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2020 – today
- 2024
[i16]Ziwen Kan, Shahbaz Rezaei, Xin liu:
Benchmarking Counterfactual Interpretability in Deep Learning Models for Time Series Classification. CoRR abs/2408.12666 (2024)- [i15]Shahbaz Rezaei, Xin Liu:
Explanation Space: A New Perspective into Time Series Interpretability. CoRR abs/2409.01354 (2024) - 2023
- [b1]Shahbaz Rezaei:
Membership Inference Attacks on Deep Learning Models. University of California, Davis, USA, 2023 - [c5]Shahbaz Rezaei
, Zubair Shafiq, Xin Liu:
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. SP 2023: 364-381 - [i14]Shahbaz Rezaei, Mohammad Sadegh Norouzzadeh:
Dynamic Batch Norm Statistics Update for Natural Robustness. CoRR abs/2310.20649 (2023) - 2022
- [i13]Guoyao Li, Shahbaz Rezaei, Xin Liu:
User-Level Membership Inference Attack against Metric Embedding Learning. CoRR abs/2203.02077 (2022) - [i12]Shahbaz Rezaei, Xin Liu:
An Efficient Subpopulation-based Membership Inference Attack. CoRR abs/2203.02080 (2022) - [i11]Shahbaz Rezaei, Xin Liu:
On the Discredibility of Membership Inference Attacks. CoRR abs/2212.02701 (2022) - 2021
- [j6]Reza Entezari-Maleki, Mohammed Gharib, Shahbaz Rezaei, Kishor S. Trivedi, Ali Movaghar:
Modeling and Evaluation of Multi-Hop Wireless Networks Using SRNs. IEEE Trans. Netw. Sci. Eng. 8(1): 662-679 (2021) - [c4]Shahbaz Rezaei, Xin Liu:
On the Difficulty of Membership Inference Attacks. CVPR 2021: 7892-7900 - [i10]Shahbaz Rezaei, Zubair Shafiq, Xin Liu:
Accuracy-Privacy Trade-off in Deep Ensembles. CoRR abs/2105.05381 (2021) - 2020
- [j5]Shahbaz Rezaei, Bryce Kroencke, Xin Liu:
Large-Scale Mobile App Identification Using Deep Learning. IEEE Access 8: 348-362 (2020) - [j4]Mohammed Gharib, Ahmad Foroozani, Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar, Ali Movaghar:
An area-scalable human-based mobility model. Comput. Networks 177: 107300 (2020) - [c3]Shahbaz Rezaei, Xin Liu:
Multitask Learning for Network Traffic Classification. ICCCN 2020: 1-9 - [c2]Shahbaz Rezaei, Xin Liu:
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. ICLR 2020 - [i9]Shahbaz Rezaei, Xin Liu:
Towards the Infeasibility of Membership Inference on Deep Models. CoRR abs/2005.13702 (2020)
2010 – 2019
- 2019
- [j3]Shahbaz Rezaei, Xin Liu:
Deep Learning for Encrypted Traffic Classification: An Overview. IEEE Commun. Mag. 57(5): 76-81 (2019) - [c1]Shahbaz Rezaei, Xin Liu:
How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. ICDM 2019: 28-42 - [i8]Shahbaz Rezaei, Xin Liu:
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. CoRR abs/1904.04334 (2019) - [i7]Shahbaz Rezaei, Xin Liu:
Multitask Learning for Network Traffic Classification. CoRR abs/1906.05248 (2019) - [i6]Shahbaz Rezaei, Bryce Kroencke, Xin Liu:
Large-scale Mobile App Identification Using Deep Learning. CoRR abs/1910.02350 (2019) - [i5]Shahbaz Rezaei, Xin Liu:
Security of Deep Learning Methodologies: Challenges and Opportunities. CoRR abs/1912.03735 (2019) - 2018
- [j2]Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar:
Throughput Analysis of IEEE 802.11 Multi-Hop Wireless Networks With Routing Consideration: A General Framework. IEEE Trans. Commun. 66(11): 5430-5443 (2018) - [i4]Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar:
Throughput Analysis of IEEE 802.11 Multi-hop Wireless Networks with Routing Consideration: A General Framework. CoRR abs/1802.00162 (2018) - [i3]Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar:
Study of Uniform Jitter Mechanism for Metric-based Wireless Routing. CoRR abs/1802.00163 (2018) - [i2]Shahbaz Rezaei, Xin Liu:
Deep Learning for Encrypted Traffic Classification: An Overview. CoRR abs/1810.07906 (2018) - [i1]Shahbaz Rezaei, Xin Liu:
How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. CoRR abs/1812.09761 (2018) - 2017
- [j1]Shahbaz Rezaei:
Performance Analysis of Collision of Exponential Jitter Mechanism in Wireless Networks. Wirel. Pers. Commun. 97(2): 2037-2052 (2017)
Coauthor Index
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