Parham Gohari

According to our database, Parham Gohari authored at least 11 papers between 2020 and 2023.

Collaborative distances:

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

2023

On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models.

Yunhao Yang, Parham Gohari, Ufuk Topcu

Proc. Priv. Enhancing Technol., January, 2023

Formal Methods for Autonomous Systems.

Tichakorn Wongpiromsarn, Mahsa Ghasemi, Murat Cubuktepe, Georgios Bakirtzis, Steven Carr, Mustafa O. Karabag, Cyrus Neary, Parham Gohari, Ufuk Topcu

Found. Trends Syst. Control., 2023

Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning.

Parham Gohari, Matthew T. Hale, Ufuk Topcu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism.

Brandon Fallin, Calvin Hawkins, Bo Chen, Parham Gohari, Alexander Benvenuti, Ufuk Topcu, Matthew T. Hale

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning.

Yunhao Yang, Parham Gohari, Ufuk Topcu

CoRR, 2022

Blending Controllers via Multi-Objective Bandits.

Parham Gohari, Franck Djeumou, Abraham P. Vinod, Ufuk Topcu

Proceedings of the American Control Conference, 2022

2021

Differential Privacy on the Unit Simplex via the Dirichlet Mechanism.

Parham Gohari, Bo Wu, Calvin Hawkins, Matthew T. Hale, Ufuk Topcu

IEEE Trans. Inf. Forensics Secur., 2021

On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks.

Yunhao Yang, Parham Gohari, Ufuk Topcu

CoRR, 2021

Privacy-Preserving Teacher-Student Deep Reinforcement Learning.

Parham Gohari, Bo Chen, Bo Wu, Matthew T. Hale, Ufuk Topcu

CoRR, 2021

2020

Privacy-Preserving Policy Synthesis in Markov Decision Processes.

Parham Gohari, Matthew T. Hale, Ufuk Topcu

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

The Dirichlet Mechanism for Differential Privacy on the Unit Simplex.

Parham Gohari, Bo Wu, Matthew T. Hale, Ufuk Topcu

Proceedings of the 2020 American Control Conference, 2020