Parham Gohari

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Markov Decision Process

Recurrent Neural Networks

Privacy Preservation

Differential Privacy

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Parham Gohari, Matthew T. Hale, Ufuk Topcu
Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning. CDC (2023)
Yunhao Yang, Parham Gohari, Ufuk Topcu
On the Privacy Risks of Deploying Recurrent Neural Networks in Machine Learning Models. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Tichakorn Wongpiromsarn, Mahsa Ghasemi, Murat Cubuktepe, Georgios Bakirtzis, Steven Carr, Mustafa O. Karabag, Cyrus Neary, Parham Gohari, Ufuk Topcu
Formal Methods for Autonomous Systems. Found. Trends Syst. Control. 10 (3-4) (2023)
Brandon Fallin, Calvin Hawkins, Bo Chen, Parham Gohari, Alexander Benvenuti, Ufuk Topcu, Matthew T. Hale
Differential Privacy for Stochastic Matrices Using the Matrix Dirichlet Mechanism. CDC (2023)
Tichakorn Wongpiromsarn, Mahsa Ghasemi, Murat Cubuktepe, Georgios Bakirtzis, Steven Carr, Mustafa O. Karabag, Cyrus Neary, Parham Gohari, Ufuk Topcu
Formal Methods for Autonomous Systems. CoRR (2023)
Parham Gohari, Matthew T. Hale, Ufuk Topcu
Privacy-Engineered Value Decomposition Networks for Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Yunhao Yang, Parham Gohari, Ufuk Topcu
Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning. CoRR (2022)
Parham Gohari, Franck Djeumou, Abraham P. Vinod, Ufuk Topcu
Blending Controllers via Multi-Objective Bandits. ACC (2022)
Parham Gohari, Bo Chen, Bo Wu, Matthew T. Hale, Ufuk Topcu
Privacy-Preserving Teacher-Student Deep Reinforcement Learning. CoRR (2021)
Parham Gohari, Bo Wu, Calvin Hawkins, Matthew T. Hale, Ufuk Topcu
Differential Privacy on the Unit Simplex via the Dirichlet Mechanism. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Yunhao Yang, Parham Gohari, Ufuk Topcu
On The Vulnerability of Recurrent Neural Networks to Membership Inference Attacks. CoRR (2021)
Parham Gohari, Matthew T. Hale, Ufuk Topcu
Privacy-Preserving Policy Synthesis in Markov Decision Processes. CoRR (2020)
Parham Gohari, Bo Wu, Matthew T. Hale, Ufuk Topcu
The Dirichlet Mechanism for Differential Privacy on the Unit Simplex. ACC (2020)
Parham Gohari, Franck Djeumou, Abraham P. Vinod, Ufuk Topcu
Blending Controllers via Multi-Objective Bandits. CoRR (2020)
Parham Gohari, Matthew T. Hale, Ufuk Topcu
Privacy-Preserving Policy Synthesis in Markov Decision Processes. CDC (2020)
Parham Gohari, Bo Wu, Matthew T. Hale, Ufuk Topcu
The Dirichlet Mechanism for Differential Privacy on the Unit Simplex. CoRR (2019)