Documents from NESL by Supriyo Chakraborty

Books

Book Chapters

Conference Papers

Deep Learning for Situational Understanding
Mani B. Srivastava, Supriyo Chakraborty, Moustafa Alzantot, Tianwei Xing, Alun Preece, and Dave Braines.
20th International Conference on Information Fusion, June 2017.
[ Details ]
Deep Learning for Situational Understanding
Mani B. Srivastava, Supriyo Chakraborty, Moustafa Alzantot, Alun Preece, and Dave Braines.
May 2017.
[ Details ]
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection
Mani B. Srivastava, Supriyo Chakraborty, Lance Kaplan, Moustafa Alzantot, Alun Preece, Dave Braines, Alistair Nottle, Santiago Quintana-Amate, and Daniel Harborne.
May 2017.
[ Details ]
Interpretability of Deep Learning Models: A Survey of Results
Mani B. Srivastava, Supriyo Chakraborty, Murat Sensoy, Ramya Raghavendra, Moustafa Alzantot, Alun Preece, Dave Braines, Dave Braines, Daniel Harborne, Troy Kelley, Prudhvi Gurram, and Federico Cerutti.
May 2017.
[ Details ]
PrOLoc: resilient localization with private observers using partial homomorphic encryption
Mani B. Srivastava, Supriyo Chakraborty, Paulo Tabuada, Paul D. Martin, Yasser Shoukry, and Amr Alanwar.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
AnonyCast: privacy-preserving location distribution for anonymous crowd tracking systems
Mani B. Srivastava, Supriyo Chakraborty, Paul D. Martin, and Takamasa Higuchi.
September 2015.
[ Details ]
Towards a Rich Sensing Stack for IoT Devices
Mani B. Srivastava, Supriyo Chakraborty, Haksoo Choi, and Chenguang Shen.
IEEE/ACM 2014 International Conference on Computer-Aided Design, Special Session on CAD for the Internet of Things, November 2014.
[ Details ]
ipShield: A Framework for Enforcing Context-Aware Privacy
Mani B. Srivastava, Supriyo Chakraborty, Yasser Shoukry, Kasturi Rangan Raghavan, Chenguang Shen, and Matt Miller.
USENIX NSDI 2014, April 2014.
[ Details ]
Exploiting Processor Heterogeneity For Energy Efficient Context Inference On Mobile Phones
Mani B. Srivastava, Supriyo Chakraborty, Haksoo Choi, Kasturi Rangan Raghavan, and Chenguang Shen.
5th Workshop on Power-Aware Computing and Systems (HotPower'13), November 2013.
[ Details ]
Protecting Data Against Unwanted Inferences
Mani B. Srivastava, Supriyo Chakraborty, Lara Dolecek, and Nicolas Bitouze.
Proceedings of the 2013 Information Theory Workshop, September 2013.
[ Details ]
Reasoning Under Uncertainty: Variations of Subjective Logic Deduction
Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, Murat Sensoy, Yuqing Tang, and Geeth de Mel.
Proceedings of the 16th International Conference on Information Fusion, July 2013.
[ Details ]
A Framework for Context-Aware Privacy of Sensor Data on Mobile Systems
Mani B. Srivastava, Supriyo Chakraborty, Kasturi Rangan Raghavan, and Matthew P. Johnson.
ACM HotMobile 2013, February 2013.
[ Details ]
Override: A Mobile Privacy Framework for Context-Driven Perturbation and Synthesis of Sensor Data Streams
Mani B. Srivastava, Supriyo Chakraborty, Kasturi Rangan Raghavan, and Harris Teague.
PhoneSense (SenSys Workshop), November 2012.
[ Details ]
Subjective Logic with Uncertain Partial Observations
Chatschik Bisdikian, Supriyo Chakraborty, and Lance Kaplan.
Proceedings of the 5th International Conference on Information Fusion (Fusion 2012), July 2012.
[ Details ]
Balancing Value and Risk In Information Sharing Through Obfuscation
Mani B. Srivastava, Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, and Kasturi Rangan Raghavan.
Proceedings of the 5th International Conference on Information Fusion (Fusion 2012), July 2012.
[ Details ]
Design and Evaluation of SensorSafe: a Framework for Achieving Behavioral Privacy in Sharing Personal Sensory Information
Mani B. Srivastava, Supriyo Chakraborty, and Haksoo Choi.
The 2nd IEEE International Symposium on Security and Privacy in Internet of Things, June 2012.
[ Details ]
Fusion of Classifiers: A Subjective Logic Perspective
Chatschik Bisdikian, Supriyo Chakraborty, and Lance Kaplan.
Proceedings of the 2012 Aerospace Conference, March 2012.
[ Details ]
An Obfuscation Framework For Controlling Value Of Information During Sharing
Mani B. Srivastava, Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, and Kasturi Rangan Raghavan.
Statistical Signal Processing 2012, March 2012.
[ Details ]
SensorSafe: a Framework for Privacy-Preserving Management of Personal Sensory Information
Mani B. Srivastava, Zainul M. Charbiwala, Supriyo Chakraborty, and Haksoo Choi.
The 8th VLDB Workshop on Secure Data Management, June 2011.
[ Details ]
Neighborhood Based Fast Graph Graph Search in Large Networks
Supriyo Chakraborty, Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, and Shu Tao.
2011 ACM SIGMOD, June 2011.
[ Details ]
Distributed Coordination for Fast Iterative Optimization in Wireless Sensor/Actuator Networks
Mani B. Srivastava, Rahul Balani, Supriyo Chakraborty, and Nabil Chehade.
Proceedings of the Eighth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June 2011.
[ Details ]
Demystifying Privacy In Sensory Data: A QoI based approach
Mani B. Srivastava, Supriyo Chakraborty, and Haksoo Choi.
The 3rd International Workshop on Information Quality and Quality of Service for Pervasive Computing, March 2011.
[ Details ]
Source Localization by Combining Obfuscated Sensor Reports Using Dempster-Shafer Theory
Mani B. Srivastava, Chatschik Bisdikian, Robert Young, and Supriyo Chakraborty.
Annual Conference of the ITA , September 2010, September 2010.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, Supriyo Chakraborty, and Ting He.
The 29th Conference on Computer Communications (INFOCOM), March 2010.
[ Details ]
Improving Data Integrity with Randomness -- A Compressive Sensing Approach
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, and Supriyo Chakraborty.
Annual Conference of the ITA, September 2009.
[ Details ]

Journal Papers

Balancing Behavioral Privacy and Information Utility in Sensory Data Flows
Kasturi Rangan Raghavan, Supriyo Chakraborty, Haksoo Choi, Zainul M. Charbiwala, and Mani B. Srivastava.
Pervasive and Mobile Computing, June 2012.
[ Details ]

Demonstrations

Demo abstract: PrOLoc: resilient localization with private observers using partial homomorphic encryption
Paulo Tabuada, Supriyo Chakraborty, Paul D. Martin, Bharathan Balaji, Yasser Shoukry, Mani B. Srivastava, and Amr Alanwar.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]

Posters

Middleware for Pervasive Sensing and Actuation
Mahbubur Rahman, Pandarasamy Arjunan, Amarjeet Singh, Chenguang Shen, Supriyo Chakraborty, Haksoo Choi, and Mani B. Srivastava.
UCLA Engineering Tech Forum, 2013, May 2013.
[ Details ]
Model-Based Context Privacy for Personal Data Streams
Harris Teague, Kasturi Rangan Raghavan, Supriyo Chakraborty, and Mani B. Srivastava.
19th ACM Conference on Computer and Communications Security, August 2012.
[ Details ]
SensorSafe: Privacy-Preserving Sharing of Sensory Information for Medical Studies and Healthcare
Max E. Greenblatt, Supriyo Chakraborty, Haksoo Choi, Zainul M. Charbiwala, and Mani B. Srivastava.
Center for Embedded Networked Sensing (CENS) 8th Annual Research Review, October 2010.
[ Details ]

Magazine Articles

Reports

Model-based Risk Analysis for Data Stream Queries
Kasturi Rangan Raghavan, Supriyo Chakraborty, and Mani B. Srivastava.
July 2012.
[ Details ]
Localization in Cognitive Radio Systems In The Presence of Spatially Obfuscated Data
Chatschik Bisdikian, Raghu Ganti, Supriyo Chakraborty, and Mani B. Srivastava.
May 2012.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Chatschik Bisdikian, Sadaf Zahedi, Younghun Kim, Ting He, Supriyo Chakraborty, Zainul M. Charbiwala, and Mani B. Srivastava.
Under submission, July 2009.
[ Details ]
Online Calibration
Supriyo Chakraborty.
December 2008.
[ Details ]

Slides

Qualcomm Weekly Review
Supriyo Chakraborty.
November 2011.
[ Details ]
Recovering Lost Sensor Data through Compressed Sensing
Chatschik Bisdikian, Sadaf Zahedi, Younghun Kim, Ting He, Supriyo Chakraborty, Zainul M. Charbiwala, and Mani B. Srivastava.
CENS Technical Seminar, January 2010.
[ Details ]

Others

Documents from NESL by Supriyo Chakraborty

2017

Deep Learning for Situational Understanding
Mani B. Srivastava, Supriyo Chakraborty, Moustafa Alzantot, Tianwei Xing, Alun Preece, and Dave Braines.
20th International Conference on Information Fusion, June 2017.
[ Details ]
Deep Learning for Situational Understanding
Mani B. Srivastava, Supriyo Chakraborty, Moustafa Alzantot, Alun Preece, and Dave Braines.
May 2017.
[ Details ]
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection
Mani B. Srivastava, Supriyo Chakraborty, Lance Kaplan, Moustafa Alzantot, Alun Preece, Dave Braines, Alistair Nottle, Santiago Quintana-Amate, and Daniel Harborne.
May 2017.
[ Details ]
Interpretability of Deep Learning Models: A Survey of Results
Mani B. Srivastava, Supriyo Chakraborty, Murat Sensoy, Ramya Raghavendra, Moustafa Alzantot, Alun Preece, Dave Braines, Dave Braines, Daniel Harborne, Troy Kelley, Prudhvi Gurram, and Federico Cerutti.
May 2017.
[ Details ]
PrOLoc: resilient localization with private observers using partial homomorphic encryption
Mani B. Srivastava, Supriyo Chakraborty, Paulo Tabuada, Paul D. Martin, Yasser Shoukry, and Amr Alanwar.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
Demo abstract: PrOLoc: resilient localization with private observers using partial homomorphic encryption
Mani B. Srivastava, Supriyo Chakraborty, Paulo Tabuada, Paul D. Martin, Yasser Shoukry, Bharathan Balaji, and Amr Alanwar.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation
Mani B. Srivastava, Supriyo Chakraborty, and Moustafa Alzantot.
March 2017.
[ Details ]

2016

2015

AnonyCast: privacy-preserving location distribution for anonymous crowd tracking systems
Mani B. Srivastava, Supriyo Chakraborty, Paul D. Martin, and Takamasa Higuchi.
September 2015.
[ Details ]

2014

Towards a Rich Sensing Stack for IoT Devices
Mani B. Srivastava, Supriyo Chakraborty, Haksoo Choi, and Chenguang Shen.
IEEE/ACM 2014 International Conference on Computer-Aided Design, Special Session on CAD for the Internet of Things, November 2014.
[ Details ]
ipShield: A Framework for Enforcing Context-Aware Privacy
Mani B. Srivastava, Supriyo Chakraborty, Yasser Shoukry, Kasturi Rangan Raghavan, Chenguang Shen, and Matt Miller.
USENIX NSDI 2014, April 2014.
[ Details ]

2013

Exploiting Processor Heterogeneity For Energy Efficient Context Inference On Mobile Phones
Mani B. Srivastava, Supriyo Chakraborty, Haksoo Choi, Kasturi Rangan Raghavan, and Chenguang Shen.
5th Workshop on Power-Aware Computing and Systems (HotPower'13), November 2013.
[ Details ]
Protecting Data Against Unwanted Inferences
Mani B. Srivastava, Supriyo Chakraborty, Lara Dolecek, and Nicolas Bitouze.
Proceedings of the 2013 Information Theory Workshop, September 2013.
[ Details ]
Reasoning Under Uncertainty: Variations of Subjective Logic Deduction
Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, Murat Sensoy, Yuqing Tang, and Geeth de Mel.
Proceedings of the 16th International Conference on Information Fusion, July 2013.
[ Details ]
Middleware for Pervasive Sensing and Actuation
Mani B. Srivastava, Supriyo Chakraborty, Haksoo Choi, Chenguang Shen, Pandarasamy Arjunan, Amarjeet Singh, and Mahbubur Rahman.
UCLA Engineering Tech Forum, 2013, May 2013.
[ Details ]
A Framework for Context-Aware Privacy of Sensor Data on Mobile Systems
Mani B. Srivastava, Supriyo Chakraborty, Kasturi Rangan Raghavan, and Matthew P. Johnson.
ACM HotMobile 2013, February 2013.
[ Details ]

2012

Override: A Mobile Privacy Framework for Context-Driven Perturbation and Synthesis of Sensor Data Streams
Mani B. Srivastava, Supriyo Chakraborty, Kasturi Rangan Raghavan, and Harris Teague.
PhoneSense (SenSys Workshop), November 2012.
[ Details ]
Model-Based Context Privacy for Personal Data Streams
Mani B. Srivastava, Supriyo Chakraborty, Kasturi Rangan Raghavan, and Harris Teague.
19th ACM Conference on Computer and Communications Security, August 2012.
[ Details ]
Model-based Risk Analysis for Data Stream Queries
Mani B. Srivastava, Supriyo Chakraborty, and Kasturi Rangan Raghavan.
July 2012.
[ Details ]
Balancing Value and Risk In Information Sharing Through Obfuscation
Mani B. Srivastava, Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, and Kasturi Rangan Raghavan.
Proceedings of the 5th International Conference on Information Fusion (Fusion 2012), July 2012.
[ Details ]
Subjective Logic with Uncertain Partial Observations
Chatschik Bisdikian, Supriyo Chakraborty, and Lance Kaplan.
Proceedings of the 5th International Conference on Information Fusion (Fusion 2012), July 2012.
[ Details ]
Balancing Behavioral Privacy and Information Utility in Sensory Data Flows
Mani B. Srivastava, Zainul M. Charbiwala, Supriyo Chakraborty, Haksoo Choi, and Kasturi Rangan Raghavan.
Pervasive and Mobile Computing, June 2012.
[ Details ]
Design and Evaluation of SensorSafe: a Framework for Achieving Behavioral Privacy in Sharing Personal Sensory Information
Mani B. Srivastava, Supriyo Chakraborty, and Haksoo Choi.
The 2nd IEEE International Symposium on Security and Privacy in Internet of Things, June 2012.
[ Details ]
Localization in Cognitive Radio Systems In The Presence of Spatially Obfuscated Data
Mani B. Srivastava, Chatschik Bisdikian, Supriyo Chakraborty, and Raghu Ganti.
May 2012.
[ Details ]
An Obfuscation Framework For Controlling Value Of Information During Sharing
Mani B. Srivastava, Chatschik Bisdikian, Supriyo Chakraborty, Lance Kaplan, and Kasturi Rangan Raghavan.
Statistical Signal Processing 2012, March 2012.
[ Details ]
Fusion of Classifiers: A Subjective Logic Perspective
Chatschik Bisdikian, Supriyo Chakraborty, and Lance Kaplan.
Proceedings of the 2012 Aerospace Conference, March 2012.
[ Details ]

2011

Qualcomm Weekly Review
Supriyo Chakraborty.
November 2011.
[ Details ]
Neighborhood Based Fast Graph Graph Search in Large Networks
Supriyo Chakraborty, Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, and Shu Tao.
2011 ACM SIGMOD, June 2011.
[ Details ]
Distributed Coordination for Fast Iterative Optimization in Wireless Sensor/Actuator Networks
Mani B. Srivastava, Rahul Balani, Supriyo Chakraborty, and Nabil Chehade.
Proceedings of the Eighth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June 2011.
[ Details ]
SensorSafe: a Framework for Privacy-Preserving Management of Personal Sensory Information
Mani B. Srivastava, Zainul M. Charbiwala, Supriyo Chakraborty, and Haksoo Choi.
The 8th VLDB Workshop on Secure Data Management, June 2011.
[ Details ]
Demystifying Privacy In Sensory Data: A QoI based approach
Mani B. Srivastava, Supriyo Chakraborty, and Haksoo Choi.
The 3rd International Workshop on Information Quality and Quality of Service for Pervasive Computing, March 2011.
[ Details ]

2010

SensorSafe: Privacy-Preserving Sharing of Sensory Information for Medical Studies and Healthcare
Mani B. Srivastava, Zainul M. Charbiwala, Supriyo Chakraborty, Haksoo Choi, and Max E. Greenblatt.
Center for Embedded Networked Sensing (CENS) 8th Annual Research Review, October 2010.
[ Details ]
Source Localization by Combining Obfuscated Sensor Reports Using Dempster-Shafer Theory
Mani B. Srivastava, Chatschik Bisdikian, Robert Young, and Supriyo Chakraborty.
Annual Conference of the ITA , September 2010, September 2010.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, Supriyo Chakraborty, and Ting He.
The 29th Conference on Computer Communications (INFOCOM), March 2010.
[ Details ]
Recovering Lost Sensor Data through Compressed Sensing
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, Supriyo Chakraborty, and Ting He.
CENS Technical Seminar, January 2010.
[ Details ]

2009

Improving Data Integrity with Randomness -- A Compressive Sensing Approach
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, and Supriyo Chakraborty.
Annual Conference of the ITA, September 2009.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Mani B. Srivastava, Sadaf Zahedi, Zainul M. Charbiwala, Younghun Kim, Chatschik Bisdikian, Supriyo Chakraborty, and Ting He.
Under submission, July 2009.
[ Details ]

2008

Online Calibration
Supriyo Chakraborty.
December 2008.
[ Details ]

2007

2006

2005

2004

2003

2002

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1996

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1991