Lalitha Sankar

IEEE Trans. Inf. Theory, February, 2024

Addressing GAN Training Instabilities via Tunable Classification Losses.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2024

Identifying Edge Changes in Networks From Input and Output Covariance Data.

[BibT_eX]

[DOI]

Rajasekhar Anguluri

IEEE Control. Syst. Lett., 2024

Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading.

[BibT_eX]

[DOI]

CoRR, 2024

Model Predictive Control for Joint Ramping and Regulation-Type Service from Distributed Energy Resource Aggregations.

[BibT_eX]

[DOI]

CoRR, 2024

Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains.

[BibT_eX]

[DOI]

CoRR, 2024

An Adversarial Approach to Evaluating the Robustness of Event Identification Models.

[BibT_eX]

[DOI]

Obai Bahwal

Proceedings of the IEEE International Conference on Communications, 2024

Theoretical Guarantees of Data Augmented Last Layer Retraining Methods.

[BibT_eX]

[DOI]

Monica Welfert

Nathan Stromberg

Proceedings of the IEEE International Symposium on Information Theory, 2024

Differential-Privacy Capacity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Generalized Smooth Variational Inequalities: Methods with Adaptive Stepsizes.

[BibT_eX]

[DOI]

Daniil Vankov

Angelia Nedich

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Localization and Estimation of Unknown Forced Inputs: A Group LASSO Approach.

[BibT_eX]

[DOI]

Rajasekhar Anguluri

IEEE Trans. Control. Netw. Syst., December, 2023

PMU Tracker: A Visualization Platform for Epicentric Event Propagation Analysis in the Power Grid.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2023

A Semi-Supervised Approach for Power System Event Identification.

[BibT_eX]

[DOI]

Nima Taghipourbazargani

CoRR, 2023

(α, β)-Leakage: A Unified Privacy Leakage Measure.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Addressing GAN Training Instabilities: Dual-objective GANs with Tunable Parameters.

[BibT_eX]

[DOI]

CoRR, 2023

Parameter Optimization with Conscious Allocation (POCA).

[BibT_eX]

[DOI]

Proceedings of the Winter Simulation Conference, 2023

(αD, αG)-GANs: Addressing GAN Training Instabilities via Dual Objectives.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Schrödinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

The Saddle-Point Method in Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Source Localization in Linear Dynamical Systems using Subspace Model Identification.

[BibT_eX]

[DOI]

Rajasekhar Anguluri

Nima Taghipourbazargani

Proceedings of the IEEE Conference on Control Technology and Applications, 2023

Smoothly Giving up: Robustness for Simple Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Generating Fair Universal Representations Using Adversarial Models.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Grid Topology Identification With Hidden Nodes via Structured Norm Minimization.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Robust Model Selection of Non Tree-Structured Gaussian Graphical Models.

[BibT_eX]

[DOI]

CoRR, 2022

The Saddle-Point Accountant for Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2022

Parameter Estimation in Ill-conditioned Low-inertia Power Systems.

[BibT_eX]

[DOI]

Anguluri Rajasekhar

CoRR, 2022

AugLoss: A Learning Methodology for Real-World Dataset Corruption.

[BibT_eX]

[DOI]

CoRR, 2022

A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data.

[BibT_eX]

[DOI]

CoRR, 2022

PMUVis : A Large-Scale Platform to Assist Power System Operators in a Smart Grid.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2022

An Alphabet of Leakage Measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE Information Theory Workshop, 2022

α-GAN: Convergence and Estimation Guarantees.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

A Variational Formula for Infinity-Rényi Divergence with Applications to Information Leakage.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Being Properly Improper.

[BibT_eX]

[DOI]

Tyler Sypherd

Richard Nock

Proceedings of the International Conference on Machine Learning, 2022

2021

Editorial.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

An Overview of Information-Theoretic Security and Privacy: Metrics, Limits and Applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Three Variants of Differential Privacy: Lossless Conversion and Applications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Lower Bounds for the Minimum Mean-Square Error via Neural Network-based Estimation.

[BibT_eX]

[DOI]

Mario Díaz

Peter Kairouz

CoRR, 2021

Generation of Synthetic Multi-Resolution Time Series Load Data.

[BibT_eX]

[DOI]

Andrea Pinceti

CoRR, 2021

Synthetic Time-Series Load Data via Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Andrea Pinceti

CoRR, 2021

A Verifiable Framework for Cyber-Physical Attacks and Countermeasures in a Resilient Electric Power Grid.

[BibT_eX]

[DOI]

Mostafa Sahraei-Ardakani

CoRR, 2021

Realizing GANs via a Tunable Loss Function.

[BibT_eX]

[DOI]

Tyler Sypherd

Proceedings of the IEEE Information Theory Workshop, 2021

Evaluating Multiple Guesses by an Adversary via a Tunable Loss Function.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Neural Network-based Estimation of the MMSE.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

On the Robustness of Information-Theoretic Privacy Measures and Mechanisms.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

On the alpha-loss Landscape in the Logistic Model.

[BibT_eX]

[DOI]

CoRR, 2020

N-1 Reliability Makes It Difficult for False Data Injection Attacks to Cause Physical Consequences.

[BibT_eX]

[DOI]

CoRR, 2020

Detecting Load Redistribution Attacks via Support Vector Models.

[BibT_eX]

[DOI]

Zhigang Chu

CoRR, 2020

Vulnerability Assessment of Large-scale Power Systems to False Data Injection Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

On the α-loss Landscape in the Logistic Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

A Better Bound Gives a Hundred Rounds: Enhanced Privacy Guarantees via f-Divergences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Maximal α-Leakage and its Properties.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

2019

Tunable Measures for Information Leakage and Applications to Privacy-Utility Tradeoffs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Detection and Localization of Load Redistribution Attacks on Large Scale Systems.

[BibT_eX]

[DOI]

Andrea Pinceti

CoRR, 2019

Theoretical Guarantees for Model Auditing with Finite Adversaries.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Generative Adversarial RePresentations (GAP) under Fairness and Censoring Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

A Tunable Loss Function for Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Vulnerability Assessment of N-1 Reliable Power Systems to False Data Injection Attacks.

[BibT_eX]

[DOI]

CoRR, 2019

Can Predictive Filters Detect Gradually Ramping False Data Injection Attacks Against PMUs?

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Tunable Loss Function for Binary Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Robustness of Maximal α-Leakage to Side Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Hypothesis Testing Under Mutual Information Privacy Constraints in the High Privacy Regime.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Robust Privacy-Utility Tradeoffs Under Differential Privacy and Hamming Distortion.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2018

Generative Adversarial Privacy.

[BibT_eX]

[DOI]

CoRR, 2018

On the Contractivity of Privacy Mechanisms.

[BibT_eX]

[DOI]

Mario Díaz

Peter Kairouz

CoRR, 2018

Unobservable False Data Injection Attacks against PMUs: Feasible Conditions and Multiplicative Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Privacy Under Hard Distortion Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE Information Theory Workshop, 2018

The Utility Cost of Robust Privacy Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

A Tunable Measure for Information Leakage.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Impact of Privacy on Free Online Service Markets.

[BibT_eX]

[DOI]

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

Generative Adversarial Privacy: A Data-Driven Approach to Information-Theoretic Privacy.

[BibT_eX]

[DOI]

Peter Kairouz

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Asymptotics and Non-Asymptotics for Universal Fixed-to-Variable Source Coding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Privacy-Guaranteed Two-Agent Interactions Using Information-Theoretic Mechanisms.

[BibT_eX]

[DOI]

Bahman Moraffah

IEEE Trans. Inf. Forensics Secur., 2017

Context-Aware Generative Adversarial Privacy.

[BibT_eX]

[DOI]

Entropy, 2017

Information-Theoretic Privacy with General Distortion Constraints.

[BibT_eX]

[DOI]

CoRR, 2017

Can Attackers with Limited Information Exploit Historical Data to Mount Successful False Data Injection Attacks on Power Systems?

[BibT_eX]

[DOI]

CoRR, 2017

False data injection attacks on phasor measurements that bypass low-rank decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Hypothesis testing under maximal leakage privacy constraints.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

On information-theoretic privacy with general distortion cost functions.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Physical System Consequences of Unobservable State-and-Topology Cyber-Physical Attacks.

[BibT_eX]

[DOI]

Jiazi Zhang

IEEE Trans. Smart Grid, 2016

The Optimal Differential Privacy Mechanism under Hamming Distortion for Universal Memoryless Source Classes.

[BibT_eX]

[DOI]

CoRR, 2016

Market Segmentation for Privacy Differentiated "Free" Services.

[BibT_eX]

[DOI]

CoRR, 2016

Evaluating power system vulnerability to false data injection attacks via scalable optimization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Optimal differential privacy mechanisms under Hamming distortion for structured source classes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Incentive mechanisms for privacy-sensitive electricity consumers with alternative energy sources.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

Hypothesis testing in the high privacy limit.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

On the fine asymptotics of information theoretic privacy.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Introduction to the Issue on Signal and Information Processing for Privacy.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Enabling Data Exchange in Two-Agent Interactive Systems Under Privacy Constraints.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Designing Incentive Schemes for Privacy-Sensitive Users.

[BibT_eX]

[DOI]

J. Priv. Confidentiality, 2015

Implication of Unobservable State-and-topology Cyber-physical Attacks.

[BibT_eX]

[DOI]

Jiazi Zhang

CoRR, 2015

Vulnerability Analysis and Consequences of False Data Injection Attack on Power System State Estimation.

[BibT_eX]

[DOI]

Jingwen Liang

CoRR, 2015

Cluster-and-connect: A more realistic model for the electric power network topology.

[BibT_eX]

[DOI]

Jiale Hu

Darakhshan J. Mir

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Incentive Schemes for Privacy-Sensitive Consumers.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 6th International Conference, 2015

Information-theoretic private interactive mechanism.

[BibT_eX]

[DOI]

Bahman Moraffah

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Cluster-and-Connect: An algorithmic approach to generating synthetic electric power network graphs.

[BibT_eX]

[DOI]

Jiale Hu

Darakhshan J. Mir

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Enabling Data Exchange in Interactive State Estimation under Privacy Constraints.

[BibT_eX]

[DOI]

CoRR, 2014

New results on third-order coding rate for universal fixed-to-variable source coding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A rate-disortion perspective on local differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Smart Meter Privacy: A Theoretical Framework.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2013

Discriminatory Lossy Source Coding: Side Information Privacy.

[BibT_eX]

[DOI]

Ravi Tandon

IEEE Trans. Inf. Theory, 2013

Utility-Privacy Tradeoffs in Databases: An Information-Theoretic Approach.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2013

The Role of Signal Processing in Meeting Privacy Challenges: An Overview.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Signal Processing for Cybersecurity and Privacy [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Universal fixed-to-variable source coding in the finite blocklength regime.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Competitive privacy: Distributed computation with privacy guarantees.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Repeated games for privacy-aware distributed state estimation in interconnected networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Network Games, 2012

Distributed estimation in multi-agent networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Pricing mechanisms for cooperative state estimation.

[BibT_eX]

[DOI]

Mérouane Debbah

Proceedings of the 5th International Symposium on Communications, 2012

Twitter vs. printed English: An information-theoretic comparison.

[BibT_eX]

[DOI]

Emma Glennon

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Competitive privacy in the smart grid.

[BibT_eX]

[DOI]

Soummya Kar

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Session TA4b: Signal processing for cyber-security and privacy in networks (invited).

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Ergodic Fading Interference Channels: Sum-Capacity and Separability.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Fading Multiple Access Relay Channels: Achievable Rates and Opportunistic Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Dedicated-Relay vs. User Cooperation in Time-Duplexed Multiaccess Networks.

[BibT_eX]

[DOI]

J. Commun., 2011

A Theory of Privacy and Utility in Databases

[BibT_eX]

[DOI]

CoRR, 2011

Competitive privacy in the smart grid: An information-theoretic approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Smart meter privacy: A utility-privacy framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Multi-user privacy: The Gray-Wyner system and generalized common information.

[BibT_eX]

[DOI]

Ravi Tandon

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

A General Coding Scheme for Two-User Fading Interference Channels

[BibT_eX]

[DOI]

Elza Erkip

CoRR, 2010

Utility and privacy of data sources: Can Shannon help conceal and reveal information?

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2010

A theory of utility and privacy of data sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

An information-theoretic approach to privacy.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

On the sum-capacity of degraded Gaussian multiple-access relay channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

Secrecy Capacity of a Class of Orthogonal Relay Eavesdropper Channels.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2009

Frequency of Occurrence and Information Entropy of American Sign Language

[BibT_eX]

[DOI]

Andrew Chong

CoRR, 2009

Ergodic Layered Erasure One-Sided Interference Channels

[BibT_eX]

[DOI]

CoRR, 2009

Opportunistic Communications in Fading Multiaccess Relay Channels

[BibT_eX]

[DOI]

CoRR, 2009

Information secrecy from multiple eavesdroppers in orthogonal relay channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

K-user fading interference channels: The ergodic very strong case.

[BibT_eX]

[DOI]

Jan Vondrák

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Coalitions in Cooperative Wireless Networks.

[BibT_eX]

[DOI]

Suhas Mathur

IEEE J. Sel. Areas Commun., 2008

Relay vs. User Cooperation in Time-Duplexed Multiaccess Networks

[BibT_eX]

[DOI]

CoRR, 2008

On the Sum-Capacity of Degraded Gaussian Multiaccess Relay Channels

[BibT_eX]

[DOI]

CoRR, 2008

Sum-capacity of ergodic fading interference and compound multiaccess channels.

[BibT_eX]

[DOI]

Elza Erkip

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Ergodic two-user interference channels: Is separability optimal?

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

Offset Encoding for Multiple-Access Relay Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Opportunistic Communications in an Orthogonal Multiaccess Relay Channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

2006

Coalitional Games in Gaussian Interference Channels.

[BibT_eX]

[DOI]

Suhas Mathur

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Coalitional Games in Receiver Cooperation for Spectrum Sharing.

[BibT_eX]

[DOI]

Suhas Mathur

Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005

Cooperation vs. hierarchy: an information-theoretic comparison.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2004

Hierarchical sensor networks: capacity bounds and cooperative strategies using the multiple-access relay channel model.

[BibT_eX]

[DOI]