Parv Venkitasubramaniam

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 34

Top Topics

Stochastic Games

Differential Privacy

Dynamical Systems

Differentially Private

Top Venues

IEEE Trans. Inf. Forensics Secur.

IEEE/ACM Trans. Netw.

Publications

Yue Sun, Chao Chen, Yuesheng Xu, Sihong Xie, Rick S. Blum, Parv Venkitasubramaniam
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy. CoRR (2024)
Rui Xu, Yue Sun, Chao Chen, Parv Venkitasubramaniam, Sihong Xie
Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model. CoRR (2024)
Ce Feng, Parv Venkitasubramaniam
RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization. CoRR (2024)
Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. SP (2023)
Elham Jamalinia, Parv Venkitasubramaniam
Prospect Theoretic Contract Design in a Stackelberg Game via Bayesian Inference. CISS (2023)
Xiaoyu Ge, Kamelia Norouzi, Faegheh Moazeni, Mirel Sehic, Javad Khazaei, Parv Venkitasubramaniam, Rick S. Blum
Vulnerability of Building Energy Management against Targeted False Data Injection Attacks: Model Predictive Control vs. Proportional Integral. CoRR (2023)
Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. CoRR (2023)
Ce Feng, Parv Venkitasubramaniam
Inferential Separation for Privacy: Irrelevant Statistics and Quantization. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. CoRR (2022)
Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. ACSAC (2022)
Nicholas LaRosa, Jacob Farber, Parv Venkitasubramaniam, Rick S. Blum, Ahmad Al Rashdan
Separating Sensor Anomalies From Process Anomalies in Data-Driven Anomaly Detection. IEEE Signal Process. Lett. 29 (2022)
Nayara Aguiar, Parv Venkitasubramaniam, Vijay Gupta
Data-Driven Contract Design for Multi-Agent Systems With Collusion Detection. IEEE Signal Process. Lett. 29 (2022)
Nayara Aguiar, Parv Venkitasubramaniam, Vijay Gupta
Data-Driven Contract Design for Multi-Agent Systems with Collusion Detection. CoRR (2021)
Ruochi Zhang, Parv Venkitasubramaniam
Optimal Local Differentially Private Quantization. IEEE Trans. Signal Process. 68 (2020)
Ruochi Zhang, Parv Venkitasubramaniam
False Data Injection and Detection in LQG Systems: A Game Theoretic Approach. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Kostas Hatalis, Parv Venkitasubramaniam, Shalinee Kishore
Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning. CoRR (2019)
Parv Venkitasubramaniam, Vijay Gupta
Data-driven Contract Design. ACC (2019)
Ruochi Zhang, Parv Venkitasubramaniam
Optimal Multi-Source Inference Privacy - A Generalized Lloyd-Max Algorithm. Allerton (2018)
Jiyun Yao, Parv Venkitasubramaniam
Privacy Aware Stochastic Games for Distributed End-User Energy Storage Sharing. IEEE Trans. Signal Inf. Process. over Networks 4 (1) (2018)
Ruochi Zhang, Parv Venkitasubramaniam
Mutual-Information-Private Online Gradient Descent Algorithm. ICASSP (2018)
Ruochi Zhang, Parv Venkitasubramaniam
Optimal Distribution Mapping for Inference Privacy. APSIPA (2018)
Omid Javidbakht, Parv Venkitasubramaniam
Relay Selection and Operation Control for Optimal Delay Anonymity Tradeoff in Anonymous Networks. IEEE Trans. Control. Netw. Syst. 5 (1) (2018)
Omid Javidbakht, Parv Venkitasubramaniam, Alberto J. Lamadrid
Coupon Targeting Competition in Privacy Sensitive Market. Allerton (2018)
Omid Javidbakht, Parv Venkitasubramaniam
Delay Anonymity Tradeoff in Mix Networks: Optimal Routing. IEEE/ACM Trans. Netw. 25 (2) (2017)
Jiyun Yao, Parv Venkitasubramaniam, Shalinee Kishore, Lawrence V. Snyder, Rick S. Blum
Network topology risk assessment of stealthy cyber attacks on advanced metering infrastructure networks. CISS (2017)
Ruochi Zhang, Parv Venkitasubramaniam
Stealthy Control Signal Attacks in Linear Quadratic Gaussian Control Systems: Detectability Reward Tradeoff. IEEE Trans. Inf. Forensics Secur. 12 (7) (2017)
Ruochi Zhang, Parv Venkitasubramaniam
A game theoretic approach to analyze false data injection and detection in LQG system. CNS (2017)
Parth Pradhan, Parv Venkitasubramaniam
Stealthy Attacks in Dynamical Systems: Tradeoffs Between Utility and Detectability With Application in Anonymous Systems. IEEE Trans. Inf. Forensics Secur. 12 (4) (2017)
Omid Javidbakht, Parv Venkitasubramaniam
Differential privacy in networked data collection. CISS (2016)
Ruochi Zhang, Parv Venkitasubramaniam
Stealthy control signal attacks in vector LQG systems. ACC (2016)
Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam
Mitigating Timing Side Channel in Shared Schedulers. IEEE/ACM Trans. Netw. 24 (3) (2016)
Jiyun Yao, Parv Venkitasubramaniam
Stochastic games of end-user energy storage sharing. CDC (2016)
Parth Pradhan, Kyatsandra G. Nagananda, Parv Venkitasubramaniam, Shalinee Kishore, Rick S. Blum
GPS spoofing attack characterization and detection in smart grids. CNS (2016)
Abhishek Mishra, Parv Venkitasubramaniam
Anonymity and Fairness in Packet Scheduling: A Quantitative Tradeoff. IEEE/ACM Trans. Netw. 24 (2) (2016)
Ruochi Zhang, Parv Venkitasubramaniam
Stealthy control signal attacks in scalar LQG systems. GlobalSIP (2015)
Omid Javidbakht, Parv Venkitasubramaniam
Relay selection in wireless networks for optimal delay anonymity tradeoff. SPAWC (2015)
Parv Venkitasubramaniam, Jiyun Yao, Parth Pradhan
Information-Theoretic Security in Stochastic Control Systems. Proc. IEEE 103 (10) (2015)
Jiyun Yao, Parv Venkitasubramaniam
The Privacy Analysis of Battery Control Mechanisms in Demand Response: Revealing State Approach and Rate Distortion Bounds. IEEE Trans. Smart Grid 6 (5) (2015)
Jiyun Yao, Parv Venkitasubramaniam
Optimal end user energy storage sharing in demand response. SmartGridComm (2015)
Parv Venkitasubramaniam, Abhishek Mishra
Anonymity of Memory-Limited Chaum Mixes Under Timing Analysis: An Information Theoretic Perspective. IEEE Trans. Inf. Theory 61 (2) (2015)
Omid Javidbakht, Parv Venkitasubramaniam
Relay selection for optimal delay anonymity tradeoff in anonymous networks. MILCOM (2015)
Parth Pradhan, Parv Venkitasubramaniam
Under the radar attacks in dynamical systems: Adversarial privacy utility tradeoffs. ITW (2014)
Abhishek Mishra, Parv Venkitasubramaniam
Encompassing anonymity in signaling games. CISS (2014)
Jiyun Yao, Parv Venkitasubramaniam
The privacy analysis of battery control mechanisms in demand response: Revealing state approach and rate distortion bounds. CDC (2014)
Omid Javidbakht, Parv Venkitasubramaniam
Rate allocation for Multihop routing in anonymous networking. CISS (2014)
Jiyun Yao, Parv Venkitasubramaniam
On the privacy-cost tradeoff of an in-home power storage mechanism. Allerton (2013)
Abhishek Mishra, Parv Venkitasubramaniam
Anonymity in wireless networks under capture or selective jamming: An admissible length study. WPMC (2013)
Abhishek Mishra, Parv Venkitasubramaniam
Admissible Length Study in Anonymous Networking: A Detection Theoretic Perspective. IEEE J. Sel. Areas Commun. 31 (9) (2013)
Parv Venkitasubramaniam
Decision making under privacy restrictions. CDC (2013)
Abhishek Mishra, Parv Venkitasubramaniam
Anonymity of a buffer constrained chaum mix: Optimal strategy and asymptotics. ISIT (2013)
Jiyun Yao, Parv Venkitasubramaniam
Maximizing privacy in Variable Bit rate Coding. ICASSP (2013)
Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam
Mitigating Timing Side Channel in Shared Schedulers CoRR (2013)
Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam
An Information Theoretic Study of Timing Side Channels in Two-user Schedulers. CoRR (2013)
Parv Venkitasubramaniam
Privacy in stochastic control: A Markov Decision Process perspective. Allerton (2013)
Sachin Kadloor, Parv Venkitasubramaniam, Negar Kiyavash
Preventing Timing Analysis in Networks: A Statistical Inference Perspective. IEEE Signal Process. Mag. 30 (5) (2013)
Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam
Designing Router Scheduling Policies: A Privacy Perspective. IEEE Trans. Signal Process. 60 (4) (2012)
Abhishek Mishra, Parv Venkitasubramaniam
Thwarting traffic analysis: A signal processing perspective. SAM (2012)
Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam
Scheduling with privacy constraints. ITW (2012)
Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam
Mitigating timing based information leakage in shared schedulers. INFOCOM (2012)
Abhishek Mishra, Parv Venkitasubramaniam
Source anonymity in fair scheduling: A case for the proportional method. ICC (2012)
Abhishek Mishra, Parv Venkitasubramaniam
Anonymity in packet scheduling under the max-min fairness criterion. CISS (2012)
Abhishek Mishra, Parv Venkitasubramaniam
Dummy rate analysis of buffer constrained chaum mix. SIGCOMM (2011)
Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam
Information theoretic analysis of side channel information leakage in FCFS schedulers. ISIT (2011)
Abhishek Mishra, Parv Venkitasubramaniam
The anonymity of an almost fair chaum mix. Allerton (2011)
Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam
Designing privacy preserving router scheduling policies. CISS (2011)
Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam
Designing router scheduling policies: a privacy perspective. CCS (2010)
Parv Venkitasubramaniam
Anonymous Networking under Memory Constraints. ICC (2010)
Parv Venkitasubramaniam, Venkat Anantharam
Anonymity under light traffic conditions using a network of mixes. Allerton (2008)
Parv Venkitasubramaniam, Anant Sahai
Incentivizing anonymous "peer-to-peer" reviews. Allerton (2008)
Parv Venkitasubramaniam, Ting He, Lang Tong, Stephen B. Wicker
Toward an analytical approach to anonymous wireless networking. IEEE Commun. Mag. 46 (2) (2008)