Publications

Here is my Google Scholar page.

Submitted and working papers

United We Fall: On The Nash Equilibria of Multilayer and Multiplex Network Games. pdf
with Raman Ebrahimi.

Generalization Error Bounds for Learning under Censored Feedback. pdf
with Yifan Yang and Ali Payani.

Enhancing Group Fairness in Federated Learning through Personalization. pdf
with Yifan Yang and Ali Payani.

An Advantage Based Policy Transfer for Reinforcement Learning with Metrics of Transferability. pdf
with Ferdous Alam and David Hoelzle.


Journal papers

[J12] Interdependent Security Games in the Stackelberg Style: How First-Mover Advantage Impacts Free-Riding and Security (Under-)Investment. pdf
Z. Huang, P. Naghizadeh, M. Liu.
In Journal of Cybersecurity, 10 (1), 2024.

[J11] Structured Network Games: Leveraging Relational Information in Equilibrium Analysis. pdf
K. Jin, P. Naghizadeh, M. Liu.
In IEEE Transactions on Network Science and Engineering, 11 (5): 4836-4849, 2024.

[J10] Robust Control Barrier Functions for Sampled-Data Systems. pdf
P. S. Oruganti, P. Naghizadeh, Q. Ahmed.
In IEEE Control Systems Letters (L-CSS), 8: 103-108, 2024.

[J9] The Impact of Network Design Interventions on the Security of Interdependent Systems. pdf
P. S. Oruganti, P. Naghizadeh, Q. Ahmed.
In IEEE Transactions on Control of Network Systems, 11 (1): 173-184, 2024.

[J8] Behavioral and Game-Theoretic Security Investments in Interdependent Systems Modeled by Attack Graphs. pdf
M. Abdallah, P. Naghizadeh, A. Hota, T. Cason, S. Bagchi, S. Sundaram.
In IEEE Transactions on Control of Network Systems, 7 (4): 1585-1596, 2020.

[J7] Using Private and Public Assessments in Security Information Sharing Agreements. pdf
P. Naghizadeh, M. Liu.
In IEEE Transactions on Information Forensics and Security, 15 (1): 1801-1814, 2020.

[J6] A Reputation-Based Contract for Repeated Crowdsensing with Costly Verification. pdf
D. Ghavidel, P. Naghizadeh, M. Liu, V. Gupta.
In IEEE Transactions on Signal Processing, 67 (23): 6092-6104, 2019.

[J5] Provision of Public Goods on Networks: On Existence, Uniqueness, and Centralities. pdf
P. Naghizadeh, M. Liu.
In IEEE Transactions on Network Science and Engineering, 5 (3): 225-236, 2018.

[J4] Designing Cyber Insurance Policies: The Role of Pre-Screening and Security Interdependence. pdf
M. Khalili, P. Naghizadeh, M. Liu.
In IEEE Transactions on Information Forensics and Security, 13 (9): 2226-2239, 2018.

[J3] Opting out of Incentive Mechanisms: A Study of Security as a Non-Excludable Public Good. pdf, online appendix
P. Naghizadeh, M. Liu.
In IEEE Transactions on Information Forensics and Security, 11 (12): 2790-2803, 2016.

[J2] Risky Business: Fine-grained Data Breach Prediction Using Business Profiles. pdf
A. Sarabi, P. Naghizadeh, Y. Liu, M. Liu.
In Journal of Cybersecurity, 2 (1): 15-28, Oxford University Press, 2016.

[J1] Perceptions and Truth: A Mechanism Design Approach to Crowd-Sourcing Reputation. pdf
P. Naghizadeh, M. Liu.
In IEEE/ACM Transactions on Networking, 24 (1): 163-176, 2016.


Refereed conference and workshop papers

[C34] Could Anticipating Gaming Incentivize Improvement in (Fair) Strategic Classification?.
S. Alhanouti, P. Naghizadeh.
In the 63rd IEEE Conference on Decision and Control (CDC’24), (to appear) Dec. 2024.

[C33] Extended Horizons: Multi-hop Awareness in Network Games.
R. Ebrahimi, P. Naghizadeh.
In the 15th Conference on Game Theory and AI for Security (GameSec’24), (to appear) Oct. 2024.

[C32] Safe Control Using High-Order Measurement Robust Control Barrier Functions.
P. S. Oruganti, P. Naghizadeh, Q. Ahmed.
In the American Control Conference (ACC’24), Jul. 2024.

[C31] United We Fall: On The Nash Equilibria of Multiplex Network Games.
R. Ebrahimi, P. Naghizadeh.
In the 59th Annual Allerton Conference on Communication, Control and Computing (Allerton’23), Oct 2023.

[C30] Interdependent Security Games in the Stackelberg Style: How First-Mover Advantage Impacts Free-Riding and Security (Under-)Investment.
Z. Huang, P. Naghizadeh, M. Liu.
In the 22nd Workshop on the Economics of Information Security (WEIS’23), Jul 2023.

[C29] Safe Control Using High-Order Measurement Robust Control Barrier Functions.
P. S. Oruganti, P. Naghizadeh, Q. Ahmed.
In the American Control Conference (ACC’23), May 2023.

[C28] Social Bias Meets Data Bias: The Impacts of Labeling and Measurement Errors on Fairness Criteria. pdf
Y Liao, P. Naghizadeh.
In The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI’23), Feb 2023.

[C27] Adaptive Data Debiasing through Bounded Exploration. pdf
Y. Yang, Y. Liu, P. Naghizadeh.
In Advances in Neural Informration Processing Systems (NeurIPS’22), Dec 2022.

[C26] DiPLe: Learning Directed Collaboration Graphs for Peer-to- Peer Personalized Learning. pdf
X. Zheng, P. Naghizadeh, A. Yener.
In The IEEE Information Theory Workshop (ITW’22), Nov 2022.

[C25] Fairness Interventions as (Dis)incentives for Strategic Manipulation. pdf
X. Zhang, M. Khalili, K. Jin, P. Naghizadeh, M. Liu.
In International Conference on Machine Learning (ICML’22), Jul 2022.

[C24] Subsidy Mechanisms for Strategic Classification and Regression Problems. pdf
K. Jin, X. Zhang, M. Khalili, P. Naghizadeh, M. Liu.
In ACM conference on Economics and Computation (EC’22), Jul 2022.

[C23] TASHAROK: Using Mechanism Design for Enhancing Security Resource Allocation in Interdependent Systems.
M. Abdallah, D. Woods, P. Naghizadeh, I. Khalil, T. Cason, S. Bagchi, S. Sundaram.
In IEEE Symposium on Security and Privacy (IEEE S&P’22), May 2022.

[C22] The Impact of Network Design Interventions on CPS Security. pdf
P. S. Oruganti, P. Naghizadeh, Q. Ahmed.
In the 60th IEEE Conference on Decision and Control (CDC’21), Dec 2021.

[C21] Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems. pdf
M. Abdallah, D. Woods, P. Naghizadeh, I. Khalil, T. Cason, S. Sundaram, S. Bagchi.
In the 16th ACM Asia Conference on Computer and Communications Security (ASIACCS’21), Jun 2021.

[C20] The Impacts of Prediction Technologies on Relational Contracts. pdf
P. Naghizadeh, T. Nguyen, S. Vardi.
In the 30th Workshop on Information Systems and Economics (WISE’19), Dec. 2019.

[C19] Protecting Assets with Heterogeneous Valuations under Behavioral Probability Weighting.
M. Abdallah, P. Naghizadeh, T. Cason, S. Bagchi, S. Sundaram.
In the 58th IEEE Conference on Decision and Control (CDC’19), Dec 2019.

[C18] Adversarial Contract Design for Private Data Commercialization. pdf
P. Naghizadeh, A. Sinha.
In ACM conference on Economics and Computation (EC’19), Jun 2019.

[C17] The Impact of Behavioral Probability Weighting on Security Investments in Interdependent Systems.
M. Abdallah, P. Naghizadeh, A. R. Hota, T. Cason, S. Bagchi, S. Sundaram.
In the American Control Conference (ACC’19), Jul 2019.

[C16] Personalized Augmented Reality Via Fog-based Imitation Learning. pdf
S. Ahn, M. Gorlatova, P. Naghizadeh, M. Chiang.
In the IEEE Workshop on Fog Computing and the IoT (co-located with IEEE CPS-IoT Week), Apr 2019.

[C15] Hurts to Be Too Early: Benefits and Drawbacks of Communication in Multi-Agent Learning. pdf
P. Naghizadeh, M. Gorlatova, A. Lan, M. Chiang.
In IEEE INFOCOM’19, 2019.

[C14] Adaptive Fog-Based Output Security for Augmented Reality. pdf
S. Ahn, M. Gorlatova, P. Naghizadeh, M. Chiang, P. Mittal.
In ACM SIGCOMM VR/AR Network Workshop, Aug 2018.

[C13] On the Uniqueness and Stability of Equilibria of Network Games. pdf
P. Naghizadeh, M. Liu.
In the 55th Annual Allerton Conference on Communication, Control and Computing (Allerton’17), Oct 2017.

[C12] Embracing Risk Dependency in Designing Cyber-Insurance Contracts.
M. Khalili, P. Naghizadeh, M. Liu.
In the 55th Annual Allerton Conference on Communication, Control and Computing (Allerton’17), Oct 2017.

[C11] Designing Cyber Insurance Policies in the Presence of Security Interdependence. pdf
M. Khalili, P. Naghizadeh, M. Liu.
In the 12th Workshop on the Economics of Networks, Systems and Computation (NetEcon’17), Jun 2017.

[C10] A Reputation-Based Contract for Repeated Crowdsensing with Costly Verification. pdf
D. Ghavidel, P. Naghizadeh, M. Liu, V. Gupta.
In the American Control Conference (ACC’17), May 2017.

[C9] Designing Cyber Insurance Policies: Mitigating Moral Hazard Through Security Pre-Screening.
M. Khalili, P. Naghizadeh, M. Liu.
In the 7th International Conference on Game Theory for Networks (GameNets’17), May 2017.

[C8] Exit Equilibrium: Towards Understanding Voluntary Participation in Security Games. pdf
P. Naghizadeh, M. Liu.
In IEEE INFOCOM’16, Feb 2016.

[C7] Provision of Non-Excludable Public Goods on Networks: From Equilibrium to Centrality Measures. pdf
P. Naghizadeh, M. Liu.
In the 53rd Annual Allerton Conference on Communication, Control and Computing (Allerton’15), Oct 2015.

[C6] Cloudy with a Chance of Breach: Forecasting Cyber Security Incidents. pdf
Y. Liu, A. Sarabi, J. Zhang, P. Naghizadeh, M. Karir, M. Bailey, M. Liu.
In the 24th USENIX Security Symposium (USENIX’15), Aug 2015.

[C5] Prioritizing Security Spending: A Quantitative Analysis of Risk Distributions for Different Business Profiles. pdf
A. Sarabi, P. Naghizadeh, Y. Liu, M. Liu.
In the 14th Workshop on the Economics of Information Security (WEIS’15), Jun 2015.

[C4] Budget Balance or Voluntary Participation? Incentivizing Investments in Interdependent Security Games. pdf
P. Naghizadeh, M. Liu.
In the 52nd Annual Allerton Conference on Communication, Control and Computing (Allerton’14), Oct 2014.

[C3] Can Less Be More? A Game-Theoretical Analysis of Investment vs. Filtering. pdf
A. Sarabi, P. Naghizadeh, M. Liu.
In the 5th Conference on Decision and Game Theory for Security (GameSec’15), Nov 2014.

[C2] Voluntary Participation in Cyber-insurance Markets. pdf
P. Naghizadeh, M. Liu.
In the 13th Workshop on the Economics of Information Security (WEIS’14), Jun 2014.

[C1] Establishing Network Reputation via Mechanism Design.
P. Naghizadeh, M. Liu.
In the 3rd International Conference on Game Theory for Networks (GameNets’12), May 2012.


Lightly refereed workshop papers

[W4] Adaptive Data Debiasing Through Bounded Exploration. pdf
Y. Yang, Y. Liu, P. Naghizadeh.
In the ICML 2022 Responsible Decision Making in Dynamic Environments Workshop, Jul 2022.

[W3] The Impacts of Labeling Biases on Fairness Criteria. pdf
Y. Liao, P. Naghizadeh.
In the ICLR 2022 Workshop on Socially Responsible Machine Learning., Apr 2022.

[W2] Subsidy Mechanisms for Strategic Classification and Regression Problems. pdf
K. Jin, X. Zhang, M. Khalili, P. Naghizadeh, M. Liu.
In the ICLR 2022 Workshop on Socially Responsible Machine Learning, Apr 2022.

[W1] Inter-Temporal Incentives in Security Information Sharing Agreements.
P. Naghizadeh, M. Liu.
In the AAAI 2016 Workshop on Artificial Intelligence for Cyber Security (AICS), position paper, Feb 2016.



Non-refereed publications/pre-prints

[P6] Paid Prioritization with Content Competition. pdf
P. Naghizadeh, C. Joe-Wong, M. Chiang.
In arXiv preprint arXiv:2007.14574, 2020.

[P5] The Role of Managers Revisited. pdf
P. Naghizadeh, T. Nguyen. 2020.

[P4] Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap. pdf
S. Chaterji, P. Naghizadeh, M.A. Alam, S. Bagchi, M. Chiang, D. Corman, B. Henz, S. Jana, N. Li, S. Mou, M. Oishi, C. Peng, T. Rompf, A. Sabharwal, S. Sundaram, J. Weimer, J. Weller.
In arXiv preprint arXiv:2001.00090, 2020.

[P3] Inter-Temporal Incentives in Security Information Sharing Agreements. pdf
P. Naghizadeh, M. Liu.
In the Information Theory and Applications Workshop (ITA), Feb 2016.

[P2] Closing the Price of Anarchy Gap in the Interdependent Security Game. pdf
P. Naghizadeh, M. Liu.
In the Information Theory and Applications Workshop (ITA), Feb 2014.

[P1] Incentives, Quality, and Risks: A Look into the NSF Proposal Review Pilot. pdf
P. Naghizadeh, M. Liu.
In arXiv preprint arXiv:1307.6528, 2013.