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ORCIDParv Venkitasubramaniam
Person information
- affiliation: Lehigh University, Bethlehem, PA, USA
- affiliation (PhD 2007): Cornell University, Ithaca, NY, USA
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2020 – today
- 2024
[i11]Ce Feng, Parv Venkitasubramaniam:
RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization. CoRR abs/2402.06606 (2024)- [i10]Rui Xu, Yue Sun, Chao Chen, Parv Venkitasubramaniam, Sihong Xie:
Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model. CoRR abs/2403.15025 (2024) - [i9]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 abs/2404.01217 (2024) - 2023
- [c47]Elham Jamalinia, Parv Venkitasubramaniam:
Prospect Theoretic Contract Design in a Stackelberg Game via Bayesian Inference. CISS 2023: 1-6 - [c46]Ce Feng
, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding:
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. SP 2023: 1944-1960 - [i8]Ce Feng, Nuo Xu, Wujie Wen, Parv Venkitasubramaniam, Caiwen Ding:
Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and Filtering. CoRR abs/2307.13231 (2023) - [i7]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 abs/2312.03588 (2023) - 2022
- [j25]Nayara Aguiar, Parv Venkitasubramaniam, Vijay Gupta:
Data-Driven Contract Design for Multi-Agent Systems With Collusion Detection. IEEE Signal Process. Lett. 29: 1002-1006 (2022) - [j24]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: 1704-1708 (2022) - [j23]Ce Feng, Parv Venkitasubramaniam:
Inferential Separation for Privacy: Irrelevant Statistics and Quantization. IEEE Trans. Inf. Forensics Secur. 17: 2241-2255 (2022) - [c45]Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam:
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. ACSAC 2022: 669-683 - [i6]Nuo Xu, Binghui Wang, Ran Ran, Wujie Wen, Parv Venkitasubramaniam:
NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference Attacks. CoRR abs/2206.05565 (2022) - 2021
- [i5]Nayara Aguiar, Parv Venkitasubramaniam, Vijay Gupta:
Data-Driven Contract Design for Multi-Agent Systems with Collusion Detection. CoRR abs/2105.02931 (2021) - 2020
- [j22]Ruochi Zhang, Parv Venkitasubramaniam:
False Data Injection and Detection in LQG Systems: A Game Theoretic Approach. IEEE Trans. Control. Netw. Syst. 7(1): 338-348 (2020) - [j21]Ruochi Zhang, Parv Venkitasubramaniam:
Optimal Local Differentially Private Quantization. IEEE Trans. Signal Process. 68: 6509-6520 (2020)
2010 – 2019
- 2019
- [c44]Parv Venkitasubramaniam, Vijay Gupta:
Data-driven Contract Design. ACC 2019: 2283-2288 - [i4]Kostas Hatalis, Parv Venkitasubramaniam, Shalinee Kishore:
Modeling and Detection of Future Cyber-Enabled DSM Data Attacks using Supervised Learning. CoRR abs/1909.12894 (2019) - 2018
- [j20]Omid Javidbakht, Parv Venkitasubramaniam:
Relay Selection and Operation Control for Optimal Delay Anonymity Tradeoff in Anonymous Networks. IEEE Trans. Control. Netw. Syst. 5(1): 607-617 (2018) - [j19]Jiyun Yao, Parv Venkitasubramaniam:
Privacy Aware Stochastic Games for Distributed End-User Energy Storage Sharing. IEEE Trans. Signal Inf. Process. over Networks 4(1): 82-95 (2018) - [c43]Ruochi Zhang, Parv Venkitasubramaniam:
Optimal Multi-Source Inference Privacy - A Generalized Lloyd-Max Algorithm. Allerton 2018: 219-226 - [c42]Omid Javidbakht, Parv Venkitasubramaniam, Alberto J. Lamadrid:
Coupon Targeting Competition in Privacy Sensitive Market. Allerton 2018: 267-274 - [c41]Ruochi Zhang, Parv Venkitasubramaniam:
Optimal Distribution Mapping for Inference Privacy. APSIPA 2018: 1179-1187 - [c40]Ruochi Zhang, Parv Venkitasubramaniam:
Mutual-Information-Private Online Gradient Descent Algorithm. ICASSP 2018: 2077-2081 - 2017
- [j18]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): 779-792 (2017) - [j17]Ruochi Zhang, Parv Venkitasubramaniam:
Stealthy Control Signal Attacks in Linear Quadratic Gaussian Control Systems: Detectability Reward Tradeoff. IEEE Trans. Inf. Forensics Secur. 12(7): 1555-1570 (2017) - [j16]Omid Javidbakht, Parv Venkitasubramaniam:
Delay Anonymity Tradeoff in Mix Networks: Optimal Routing. IEEE/ACM Trans. Netw. 25(2): 1162-1175 (2017) - [c39]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: 1-6 - [c38]Ruochi Zhang, Parv Venkitasubramaniam:
A game theoretic approach to analyze false data injection and detection in LQG system. CNS 2017: 427-431 - 2016
- [j15]Abhishek Mishra, Parv Venkitasubramaniam:
Anonymity and Fairness in Packet Scheduling: A Quantitative Tradeoff. IEEE/ACM Trans. Netw. 24(2): 688-702 (2016) - [j14]Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam:
Mitigating Timing Side Channel in Shared Schedulers. IEEE/ACM Trans. Netw. 24(3): 1562-1573 (2016) - [c37]Ruochi Zhang, Parv Venkitasubramaniam:
Stealthy control signal attacks in vector LQG systems. ACC 2016: 1179-1184 - [c36]Jiyun Yao, Parv Venkitasubramaniam:
Stochastic games of end-user energy storage sharing. CDC 2016: 4965-4972 - [c35]Omid Javidbakht, Parv Venkitasubramaniam:
Differential privacy in networked data collection. CISS 2016: 117-122 - [c34]Parth Pradhan, Kyatsandra G. Nagananda, Parv Venkitasubramaniam, Shalinee Kishore, Rick S. Blum:
GPS spoofing attack characterization and detection in smart grids. CNS 2016: 391-395 - 2015
- [j13]Parv Venkitasubramaniam, Jiyun Yao, Parth Pradhan:
Information-Theoretic Security in Stochastic Control Systems. Proc. IEEE 103(10): 1914-1931 (2015) - [j12]Parv Venkitasubramaniam, Abhishek Mishra:
Anonymity of Memory-Limited Chaum Mixes Under Timing Analysis: An Information Theoretic Perspective. IEEE Trans. Inf. Theory 61(2): 996-1009 (2015) - [j11]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): 2417-2425 (2015) - [c33]Ruochi Zhang, Parv Venkitasubramaniam:
Stealthy control signal attacks in scalar LQG systems. GlobalSIP 2015: 240-244 - [c32]Omid Javidbakht, Parv Venkitasubramaniam:
Relay selection for optimal delay anonymity tradeoff in anonymous networks. MILCOM 2015: 960-965 - [c31]Jiyun Yao, Parv Venkitasubramaniam:
Optimal end user energy storage sharing in demand response. SmartGridComm 2015: 175-180 - [c30]Omid Javidbakht, Parv Venkitasubramaniam:
Relay selection in wireless networks for optimal delay anonymity tradeoff. SPAWC 2015: 360-364 - 2014
- [c29]Jiyun Yao, Parv Venkitasubramaniam:
The privacy analysis of battery control mechanisms in demand response: Revealing state approach and rate distortion bounds. CDC 2014: 1377-1382 - [c28]Omid Javidbakht, Parv Venkitasubramaniam:
Rate allocation for Multihop routing in anonymous networking. CISS 2014: 1-6 - [c27]Abhishek Mishra, Parv Venkitasubramaniam:
Encompassing anonymity in signaling games. CISS 2014: 1-6 - [c26]Parth Pradhan, Parv Venkitasubramaniam:
Under the radar attacks in dynamical systems: Adversarial privacy utility tradeoffs. ITW 2014: 242-246 - 2013
- [j10]Abhishek Mishra, Parv Venkitasubramaniam:
Admissible Length Study in Anonymous Networking: A Detection Theoretic Perspective. IEEE J. Sel. Areas Commun. 31(9): 1957-1969 (2013) - [j9]Sachin Kadloor, Parv Venkitasubramaniam, Negar Kiyavash:
Preventing Timing Analysis in Networks: A Statistical Inference Perspective. IEEE Signal Process. Mag. 30(5): 76-85 (2013) - [c25]Jiyun Yao, Parv Venkitasubramaniam:
On the privacy-cost tradeoff of an in-home power storage mechanism. Allerton 2013: 115-122 - [c24]Parv Venkitasubramaniam:
Privacy in stochastic control: A Markov Decision Process perspective. Allerton 2013: 381-388 - [c23]Parv Venkitasubramaniam:
Decision making under privacy restrictions. CDC 2013: 4693-4698 - [c22]Jiyun Yao, Parv Venkitasubramaniam:
Maximizing privacy in Variable Bit rate Coding. ICASSP 2013: 2959-2963 - [c21]Abhishek Mishra, Parv Venkitasubramaniam:
Anonymity of a buffer constrained chaum mix: Optimal strategy and asymptotics. ISIT 2013: 71-75 - [c20]Abhishek Mishra, Parv Venkitasubramaniam:
Anonymity in wireless networks under capture or selective jamming: An admissible length study. WPMC 2013: 1-6 - [i3]Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam:
Mitigating Timing Side Channel in Shared Schedulers. CoRR abs/1302.6123 (2013) - [i2]Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam:
An Information Theoretic Study of Timing Side Channels in Two-user Schedulers. CoRR abs/1306.3484 (2013) - 2012
- [j8]Parvathinathan Venkitasubramaniam, Lang Tong:
A Game-Theoretic Approach to Anonymous Networking. IEEE/ACM Trans. Netw. 20(3): 892-905 (2012) - [j7]Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam:
Designing Router Scheduling Policies: A Privacy Perspective. IEEE Trans. Signal Process. 60(4): 2001-2012 (2012) - [c19]Abhishek Mishra, Parv Venkitasubramaniam:
Anonymity in packet scheduling under the max-min fairness criterion. CISS 2012: 1-6 - [c18]Abhishek Mishra, Parv Venkitasubramaniam:
Source anonymity in fair scheduling: A case for the proportional method. ICC 2012: 1118-1122 - [c17]Abhishek Mishra, Parv Venkitasubramaniam:
Thwarting traffic analysis: A signal processing perspective. SAM 2012: 169-172 - [c16]Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam:
Mitigating timing based information leakage in shared schedulers. INFOCOM 2012: 1044-1052 - [c15]Sachin Kadloor, Negar Kiyavash, Parv Venkitasubramaniam:
Scheduling with privacy constraints. ITW 2012: 40-44 - 2011
- [c14]Abhishek Mishra, Parv Venkitasubramaniam:
The anonymity of an almost fair chaum mix. Allerton 2011: 693-700 - [c13]Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam:
Designing privacy preserving router scheduling policies. CISS 2011: 1-6 - [c12]Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam:
Information theoretic analysis of side channel information leakage in FCFS schedulers. ISIT 2011: 1255-1259 - [c11]Abhishek Mishra, Parv Venkitasubramaniam:
Dummy rate analysis of buffer constrained chaum mix. SIGCOMM 2011: 408-409 - 2010
- [c10]Sachin Kadloor, Xun Gong, Negar Kiyavash, Parv Venkitasubramaniam:
Designing router scheduling policies: a privacy perspective. CCS 2010: 702-704 - [c9]Parv Venkitasubramaniam:
Anonymous Networking under Memory Constraints. ICC 2010: 1-5
2000 – 2009
- 2009
- [c8]Parvathinathan Venkitasubramaniam, Lang Tong:
Anonymous networking with localized eavesdroppers: A game-theoretic approach. CISS 2009: 278-283 - 2008
- [j6]Parv Venkitasubramaniam, Ting He, Lang Tong, Stephen B. Wicker:
Toward an analytical approach to anonymous wireless networking. IEEE Commun. Mag. 46(2): 140-146 (2008) - [j5]Parvathinathan Venkitasubramaniam, Ting He, Lang Tong:
Anonymous Networking Amidst Eavesdroppers. IEEE Trans. Inf. Theory 54(6): 2770-2784 (2008) - [c7]Parv Venkitasubramaniam, Anant Sahai:
Incentivizing anonymous "peer-to-peer" reviews. Allerton 2008: 692-699 - [c6]Parv Venkitasubramaniam, Venkat Anantharam:
Anonymity under light traffic conditions using a network of mixes. Allerton 2008: 1373-1380 - [c5]Parvathinathan Venkitasubramaniam, Lang Tong:
Throughput Anonymity Trade-off in Wireless Networks under Latency Constraints. INFOCOM 2008: 241-245 - [c4]Parvathinathan Venkitasubramaniam, Parvathinathan Anantharam:
On the anonymity of Chaum mixes. ISIT 2008: 534-538 - [c3]Parvathinathan Venkitasubramaniam, Lang Tong:
Anonymous Networking with Minimum Latency in Multihop Networks. SP 2008: 18-32 - 2007
- [j4]Parvathinathan Venkitasubramaniam, Lang Tong, Ananthram Swami:
Quantization for Maximin ARE in Distributed Estimation. IEEE Trans. Signal Process. 55(7-2): 3596-3605 (2007) - [i1]Parvathinathan Venkitasubramaniam, Ting He, Lang Tong:
Anonymous Networking amidst Eavesdroppers. CoRR abs/0710.4903 (2007) - 2006
- [c2]Parvathinathan Venkitasubramaniam, Lang Tong, Ananthram Swami:
Score-Function Quantization for Distributed Estimation. CISS 2006: 369-374 - [c1]Parvathinathan Venkitasubramaniam, Lang Tong, Ananthram Swami:
Minimax Quantization for Distributed Maximum Likelihood Estimation. ICASSP (3) 2006: 652-655 - 2005
- [j3]Parvathinathan Venkitasubramaniam, Srihari Adireddy, Lang Tong:
Sensitivity and Coding of Opportunistic ALOHA in Sensor Networks with Mobile Access. J. VLSI Signal Process. 41(3): 329-344 (2005) - 2004
- [j2]Parvathinathan Venkitasubramaniam, Srihari Adireddy, Lang Tong:
Sensor networks with mobile access: optimal random access and coding. IEEE J. Sel. Areas Commun. 22(6): 1058-1068 (2004) - [j1]Lang Tong, Vidyut Naware, Parvathinathan Venkitasubramaniam:
Signal processing in random access. IEEE Signal Process. Mag. 21(5): 29-39 (2004)
Coauthor Index
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