Arunesh Sinha

Pradeep Varakantham

CoRR, 2024

Baffle: Hiding Backdoors in Offline Reinforcement Learning Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Handling Long and Richly Constrained Tasks through Constrained Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Yuxiao Lu

Pradeep Varakantham

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Conditioning Hierarchical Reinforcement Learning on Flexible Constraints.

[BibT_eX]

[DOI]

Yuxiao Lu

Pradeep Varakantham

CoRR, 2023

Tackling Stackelberg Network Interdiction against a Boundedly Rational Adversary.

[BibT_eX]

[DOI]

CoRR, 2023

Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Building a Personalized Messaging System for Health Intervention in Underprivileged Regions Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

Beyond NaN: Resiliency of Optimization Layers in the Face of Infeasibility.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Securing Lifelines: Safe Delivery of Critical Services in Areas with Volatile Security Situation via a Stackelberg Game Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

A Fair Incentive Scheme for Community Health Workers.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

Safe Delivery of Critical Services in Areas with Volatile Security Situation via a Stackelberg Game Approach.

[BibT_eX]

[DOI]

CoRR, 2022

Artificial Intelligence for Cyber Security (AICS).

[BibT_eX]

[DOI]

CoRR, 2022

The Art of Manipulation: Threat of Multi-Step Manipulative Attacks in Security Games.

[BibT_eX]

[DOI]

CoRR, 2022

Beyond NaN: Resiliency of Optimization Layers in The Face of Infeasibility.

[BibT_eX]

[DOI]

CoRR, 2022

Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees.

[BibT_eX]

[DOI]

Avinandan Bose

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

An Exploration of Poisoning Attacks on Data-Based Decision Making.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 13th International Conference, 2022

Trajectory Optimization for Safe Navigation in Maritime Traffic Using Historical Data.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Principles and Practice of Constraint Programming, 2022

AI and Security: A Game Perspective.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

Curiosity-Driven and Victim-Aware Adversarial Policies.

[BibT_eX]

[DOI]

Proceedings of the Annual Computer Security Applications Conference, 2022

Choices Are Not Independent: Stackelberg Security Games with Nested Quantal Response Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Building Action Sets in a Deep Reinforcement Learner.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Countering Attacker Data Manipulation in Security Games.

[BibT_eX]

[DOI]

Andrew R. Butler

Mohammad Sarparajul Ambiya

Proceedings of the Decision and Game Theory for Security - 12th International Conference, 2021

Measuring Data Collection Diligence for Community Healthcare.

[BibT_eX]

[DOI]

Ramesha Karunasena

Proceedings of the EAAMO 2021: ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, Virtual Event, USA, October 5, 2021

Ship-GAN: Generative Modeling Based Maritime Traffic Simulator.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Two Can Play That Game: An Adversarial Evaluation of a Cyber-Alert Inspection System.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Measuring Data Collection Quality for Community Healthcare.

[BibT_eX]

[DOI]

Ramesha Karunasena

Mohammad Sarparajul Ambiya

CoRR, 2020

Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop 2020.

[BibT_eX]

[DOI]

CoRR, 2020

AI for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline.

[BibT_eX]

[DOI]

CoRR, 2020

Artificial Intelligence for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline.

[BibT_eX]

[DOI]

AI Mag., 2020

Partial Adversarial Behavior Deception in Security Games.

[BibT_eX]

[DOI]

He He

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Who and When to Screen: Multi-Round Active Screening for Network Recurrent Infectious Diseases Under Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Generating Realistic Stock Market Order Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Bounding Regret in Empirical Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Who and When to Screen: Multi-Round Active Screening for Recurrent Infectious Diseases Under Uncertainty.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Contract Design for Private Data Commercialization.

[BibT_eX]

[DOI]

Parinaz Naghizadeh

Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Incentivizing Collaboration in a Competition.

[BibT_eX]

[DOI]

Michael P. Wellman

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Deception in Finitely Repeated Security Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence.

[BibT_eX]

[DOI]

AI Mag., 2018

Stackelberg Security Games: Looking Beyond a Decade of Success.

[BibT_eX]

[DOI]

Fei Fang

Bo An

Christopher Kiekintveld

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

The Price of Usability: Designing Operationalizable Strategies for Security Games.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Scaling-Up Stackelberg Security Games Applications Using Approximations.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018

A Learning and Masking Approach to Secure Learning.

[BibT_eX]

[DOI]

Linh Nguyen

Sky Wang

Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018

SoK: Security and Privacy in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE European Symposium on Security and Privacy, 2018

Deceitful Attacks in Security Games.

[BibT_eX]

[DOI]

Michael P. Wellman

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Predicting poaching for wildlife Protection.

[BibT_eX]

[DOI]

IBM J. Res. Dev., 2017

Practical Scalability for Stackelberg Security Games.

[BibT_eX]

[DOI]

CoRR, 2017

A Learning Approach to Secure Learning.

[BibT_eX]

[DOI]

Linh Nguyen

CoRR, 2017

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.

[BibT_eX]

[DOI]

AI Mag., 2017

Don't Bury your Head in Warnings: A Game-Theoretic Approach for Intelligent Allocation of Cyber-security Alerts.

[BibT_eX]

[DOI]

Aaron Schlenker

Haifeng Xu

Mina Guirguis

Christopher Kiekintveld

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

10th International Workshop on Artificial Intelligence and Security (AISec 2017).

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016

Keeping Pace with Criminals: An Extended Study of Designing Patrol Allocation against Adaptive Opportunistic Criminals.

[BibT_eX]

[DOI]

Games, 2016

Towards the Science of Security and Privacy in Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Reports of the 2016 AAAI Workshop Program.

[BibT_eX]

[DOI]

AI Mag., 2016

Protecting the NECTAR of the Ganga River Through Game-Theoretic Factory Inspections.

[BibT_eX]

[DOI]

Christopher Kiekintveld

Proceedings of the Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection, 2016

Addressing Behavioral Uncertainty in Security Games: An Efficient Robust Strategic Solution for Defender Patrols.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Three Strategies to Success: Learning Adversary Models in Security Games.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Data Exfiltration Detection and Prevention: Virtually Distributed POMDPs for Practically Safer Networks.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 7th International Conference, 2016

Get Me to My GATE on Time: Efficiently Solving General-Sum Bayesian Threat Screening Games.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

9th International Workshop on Artificial Intelligence and Security: AISec 2016.

[BibT_eX]

[DOI]

David Mandell Freeman

Katerina Mitrokotsa

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

Using Abstractions to Solve Opportunistic Crime Security Games at Scale.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Learning Adversary Behavior in Security Games: A PAC Model Perspective.

[BibT_eX]

[DOI]

Debarun Kar

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

CAPTURE: A New Predictive Anti-Poaching Tool for Wildlife Protection.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

SPECTRE: A Game Theoretic Framework for Preventing Collusion in Security Games (Demonstration).

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Conquering Adversary Behavioral Uncertainty in Security Games: An Efficient Modeling Robust Based Algorithm.

[BibT_eX]

[DOI]

Alejandro Uriel Carbonara

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Protecting Wildlife under Imperfect Observation.

[BibT_eX]

[DOI]

Proceedings of the Computer Poker and Imperfect Information Games, 2016

One Size Does Not Fit All: A Game-Theoretic Approach for Dynamically and Effectively Screening for Threats.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

From physical security to cybersecurity.

[BibT_eX]

[DOI]

J. Cybersecur., 2015

Security Games with Information Leakage: Modeling and Computation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Incentivizing Peer Grading in MOOCS: An Audit Game Approach.

[BibT_eX]

[DOI]

Anupam Datta

Yair Zick

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Program Actions as Actual Causes: A Building Block for Accountability.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th Computer Security Foundations Symposium, 2015

Workshop Summary of AISec'15: 2015 Workshop on Artificial Intelligent and Security.

[BibT_eX]

[DOI]

Christos Dimitrakakis

Aikaterini Mitrokotsa

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

Keeping Pace with Criminals: Designing Patrol Allocation Against Adaptive Opportunistic Criminals.

[BibT_eX]

[DOI]

Chao Zhang

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Learning, Predicting and Planning against Crime: Demonstration Based on Real Urban Crime Data (Demonstration).

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Audit Games with Multiple Defender Resources.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Audit Games.

[BibT_eX]

[DOI]

PhD thesis, 2014

Continuous Tamper-Proof Logging Using TPM 2.0.

[BibT_eX]

[DOI]

Proceedings of the Trust and Trustworthy Computing - 7th International Conference, 2014

2013

Audit Games.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Adaptive Regret Minimization in Bounded-Memory Games.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 4th International Conference, 2013

What you want is not what you get: predicting sharing policies for text-based content on facebook.

[BibT_eX]

[DOI]

Yan Li

Lujo Bauer

Proceedings of the AISec'13, 2013

2012

Provable De-anonymization of Large Datasets with Sparse Dimensions.

[BibT_eX]

[DOI]

Anupam Datta

Divya Sharma

Proceedings of the Principles of Security and Trust - First International Conference, 2012

Audit Mechanisms for Provable Risk Management and Accountable Data Governance.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - Third International Conference, 2012

2011

Audit Mechanisms for Privacy Protection in Healthcare Environments.

[BibT_eX]

[DOI]

Proceedings of the 2nd USENIX Workshop on Health Security and Privacy, 2011

Understanding and Protecting Privacy: Formal Semantics and Principled Audit Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Security - 7th International Conference, 2011

Regret Minimizing Audits: A Learning-Theoretic Basis for Privacy Protection.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Computer Security Foundations Symposium, 2011

2009

Migrating a Web-based application to a service-based system - an experience report.

[BibT_eX]

[DOI]

Pushparani Bhallamudi

Scott R. Tilley