Shahbaz Rezaei

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 25

Top Topics

Achieve High Classification Accuracy

Ensemble Members

Partially Labeled

Top Venues

IEEE Trans. Commun.

Publications

Shahbaz Rezaei, Mohammad Sadegh Norouzzadeh
Dynamic Batch Norm Statistics Update for Natural Robustness. CoRR (2023)
Shahbaz Rezaei, Zubair Shafiq, Xin Liu
Accuracy-Privacy Trade-off in Deep Ensemble: A Membership Inference Perspective. SP (2023)
Shahbaz Rezaei, Xin Liu
On the Discredibility of Membership Inference Attacks. CoRR (2022)
Shahbaz Rezaei, Xin Liu
An Efficient Subpopulation-based Membership Inference Attack. CoRR (2022)
Guoyao Li, Shahbaz Rezaei, Xin Liu
User-Level Membership Inference Attack against Metric Embedding Learning. CoRR (2022)
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) (2021)
Shahbaz Rezaei, Xin Liu
On the Difficulty of Membership Inference Attacks. CVPR (2021)
Shahbaz Rezaei, Zubair Shafiq, Xin Liu
Accuracy-Privacy Trade-off in Deep Ensembles. CoRR (2021)
Shahbaz Rezaei, Xin Liu
Multitask Learning for Network Traffic Classification. ICCCN (2020)
Shahbaz Rezaei, Bryce Kroencke, Xin Liu
Large-Scale Mobile App Identification Using Deep Learning. IEEE Access 8 (2020)
Shahbaz Rezaei, Xin Liu
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. ICLR (2020)
Mohammed Gharib, Ahmad Foroozani, Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar, Ali Movaghar
An area-scalable human-based mobility model. Comput. Networks 177 (2020)
Shahbaz Rezaei, Xin Liu
Towards the Infeasibility of Membership Inference on Deep Models. CoRR (2020)
Shahbaz Rezaei, Xin Liu
How to Achieve High Classification Accuracy with Just a Few Labels: A Semisupervised Approach Using Sampled Packets. ICDM (2019)
Shahbaz Rezaei, Xin Liu
Deep Learning for Encrypted Traffic Classification: An Overview. IEEE Commun. Mag. 57 (5) (2019)
Shahbaz Rezaei, Xin Liu
Security of Deep Learning Methodologies: Challenges and Opportunities. CoRR (2019)
Shahbaz Rezaei, Xin Liu
A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning. CoRR (2019)
Shahbaz Rezaei, Bryce Kroencke, Xin Liu
Large-scale Mobile App Identification Using Deep Learning. CoRR (2019)
Shahbaz Rezaei, Xin Liu
Multitask Learning for Network Traffic Classification. CoRR (2019)
Shahbaz Rezaei, Xin Liu
How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets. CoRR (2018)
Shahbaz Rezaei, Mohammed Gharib, Ali Movaghar
Throughput Analysis of IEEE 802.11 Multi-hop Wireless Networks with Routing Consideration: A General Framework. CoRR (2018)
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) (2018)
Shahbaz Rezaei, Ali Mohammad Afshin Hemmatyar
Study of Uniform Jitter Mechanism for Metric-based Wireless Routing. CoRR (2018)
Shahbaz Rezaei, Xin Liu
Deep Learning for Encrypted Traffic Classification: An Overview. CoRR (2018)
Shahbaz Rezaei
Performance Analysis of Collision of Exponential Jitter Mechanism in Wireless Networks. Wirel. Pers. Commun. 97 (2) (2017)