Documents from NESL by Supriyo Chakraborty

Books

Book Chapters

Conference Papers

LightSpy: Optical Eavesdropping on Displays Using Light Sensors on Mobile Devices
Supriyo Chakraborty, Wentao Ouyang, and Mani B. Srivastava.
1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG 2017), December 2017.
[ Details ]
Deep Learning for Situational Understanding
Supriyo Chakraborty, Alun Preece, Moustafa Alzantot, Tianwei Xing, Dave Braines, and Mani B. Srivastava.
20th International Conference on Information Fusion, June 2017.
[ Details ]
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection
Alistair Nottle, Santiago Quintana-Amate, Daniel Harborne, Moustafa Alzantot, Dave Braines, Lance Kaplan, Mani B. Srivastava, Supriyo Chakraborty, and Alun Preece.
May 2017.
[ Details ]
Deep Learning for Situational Understanding
Supriyo Chakraborty, Alun Preece, Moustafa Alzantot, Dave Braines, and Mani B. Srivastava.
May 2017.
[ Details ]
Interpretability of Deep Learning Models: A Survey of Results
Supriyo Chakraborty, Daniel Harborne, Moustafa Alzantot, Ramya Raghavendra, Mani B. Srivastava, Federico Cerutti, Dave Braines, Troy Kelley, Dave Braines, Alun Preece, Murat Sensoy, and Prudhvi Gurram.
May 2017.
[ Details ]
PrOLoc: resilient localization with private observers using partial homomorphic encryption
Amr Alanwar, Yasser Shoukry, Supriyo Chakraborty, Paul D. Martin, Paulo Tabuada, and Mani B. Srivastava.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
AnonyCast: privacy-preserving location distribution for anonymous crowd tracking systems
Takamasa Higuchi, Paul D. Martin, Supriyo Chakraborty, and Mani B. Srivastava.
September 2015.
[ Details ]
Towards a Rich Sensing Stack for IoT Devices
Chenguang Shen, Haksoo Choi, Supriyo Chakraborty, and Mani B. Srivastava.
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
Supriyo Chakraborty, Chenguang Shen, Kasturi Rangan Raghavan, Yasser Shoukry, Matt Miller, and Mani B. Srivastava.
USENIX NSDI 2014, April 2014.
[ Details ]
Exploiting Processor Heterogeneity For Energy Efficient Context Inference On Mobile Phones
Chenguang Shen, Supriyo Chakraborty, Kasturi Rangan Raghavan, Haksoo Choi, and Mani B. Srivastava.
5th Workshop on Power-Aware Computing and Systems (HotPower'13), November 2013.
[ Details ]
Protecting Data Against Unwanted Inferences
Supriyo Chakraborty, Nicolas Bitouze, Mani B. Srivastava, and Lara Dolecek.
Proceedings of the 2013 Information Theory Workshop, September 2013.
[ Details ]
Reasoning Under Uncertainty: Variations of Subjective Logic Deduction
Lance Kaplan, Murat Sensoy, Yuqing Tang, Supriyo Chakraborty, Chatschik Bisdikian, 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
Supriyo Chakraborty, Kasturi Rangan Raghavan, Matthew P. Johnson, and Mani B. Srivastava.
ACM HotMobile 2013, February 2013.
[ Details ]
Override: A Mobile Privacy Framework for Context-Driven Perturbation and Synthesis of Sensor Data Streams
Kasturi Rangan Raghavan, Supriyo Chakraborty, Mani B. Srivastava, and Harris Teague.
PhoneSense (SenSys Workshop), November 2012.
[ Details ]
Subjective Logic with Uncertain Partial Observations
Lance Kaplan, Supriyo Chakraborty, and Chatschik Bisdikian.
Proceedings of the 5th International Conference on Information Fusion (Fusion 2012), July 2012.
[ Details ]
Balancing Value and Risk In Information Sharing Through Obfuscation
Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, Chatschik Bisdikian, and Lance Kaplan.
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
Haksoo Choi, Supriyo Chakraborty, and Mani B. Srivastava.
The 2nd IEEE International Symposium on Security and Privacy in Internet of Things, June 2012.
[ Details ]
An Obfuscation Framework For Controlling Value Of Information During Sharing
Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, Chatschik Bisdikian, and Lance Kaplan.
Statistical Signal Processing 2012, March 2012.
[ Details ]
Fusion of Classifiers: A Subjective Logic Perspective
Lance Kaplan, Supriyo Chakraborty, and Chatschik Bisdikian.
Proceedings of the 2012 Aerospace Conference, March 2012.
[ Details ]
Distributed Coordination for Fast Iterative Optimization in Wireless Sensor/Actuator Networks
Rahul Balani, Nabil Chehade, Supriyo Chakraborty, and Mani B. Srivastava.
Proceedings of the Eighth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June 2011.
[ Details ]
Neighborhood Based Fast Graph Graph Search in Large Networks
Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty, and Shu Tao.
2011 ACM SIGMOD, June 2011.
[ Details ]
SensorSafe: a Framework for Privacy-Preserving Management of Personal Sensory Information
Haksoo Choi, Supriyo Chakraborty, Zainul M. Charbiwala, and Mani B. Srivastava.
The 8th VLDB Workshop on Secure Data Management, June 2011.
[ Details ]
Demystifying Privacy In Sensory Data: A QoI based approach
Supriyo Chakraborty, Haksoo Choi, and Mani B. Srivastava.
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
Supriyo Chakraborty, Mani B. Srivastava, Chatschik Bisdikian, and Robert Young.
Annual Conference of the ITA , September 2010, September 2010.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Zainul M. Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Ting He, Chatschik Bisdikian, and Mani B. Srivastava.
The 29th Conference on Computer Communications (INFOCOM), March 2010.
[ Details ]
Improving Data Integrity with Randomness -- A Compressive Sensing Approach
Zainul M. Charbiwala, Sadaf Zahedi, Younghun Kim, Supriyo Chakraborty, Chatschik Bisdikian, and Mani B. Srivastava.
Annual Conference of the ITA, September 2009.
[ Details ]

Journal Papers

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

Demonstrations

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

Posters

Middleware for Pervasive Sensing and Actuation
Haksoo Choi, Pandarasamy Arjunan, Mani B. Srivastava, Amarjeet Singh, Supriyo Chakraborty, Chenguang Shen, and Mahbubur Rahman.
UCLA Engineering Tech Forum, 2013, May 2013.
[ Details ]
Model-Based Context Privacy for Personal Data Streams
Supriyo Chakraborty, Kasturi Rangan Raghavan, Mani B. Srivastava, and Harris Teague.
19th ACM Conference on Computer and Communications Security, August 2012.
[ Details ]
SensorSafe: Privacy-Preserving Sharing of Sensory Information for Medical Studies and Healthcare
Haksoo Choi, Max E. Greenblatt, Zainul M. Charbiwala, Supriyo Chakraborty, 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
Supriyo Chakraborty, Mani B. Srivastava, Chatschik Bisdikian, and Raghu Ganti.
May 2012.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Zainul M. Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Mani B. Srivastava, Chatschik Bisdikian, and Ting He.
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
Zainul M. Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Ting He, Chatschik Bisdikian, and Mani B. Srivastava.
CENS Technical Seminar, January 2010.
[ Details ]

Others

Documents from NESL by Supriyo Chakraborty

2017

LightSpy: Optical Eavesdropping on Displays Using Light Sensors on Mobile Devices
Supriyo Chakraborty, Wentao Ouyang, and Mani B. Srivastava.
1st IEEE Big Data International Workshop on Policy-based Autonomic Data Governance (PADG 2017), December 2017.
[ Details ]
Deep Learning for Situational Understanding
Supriyo Chakraborty, Alun Preece, Moustafa Alzantot, Tianwei Xing, Dave Braines, and Mani B. Srivastava.
20th International Conference on Information Fusion, June 2017.
[ Details ]
Interpretability of Deep Learning Models: A Survey of Results
Supriyo Chakraborty, Daniel Harborne, Moustafa Alzantot, Ramya Raghavendra, Mani B. Srivastava, Federico Cerutti, Dave Braines, Troy Kelley, Dave Braines, Alun Preece, Murat Sensoy, and Prudhvi Gurram.
May 2017.
[ Details ]
Deep Learning for Situational Understanding
Supriyo Chakraborty, Alun Preece, Moustafa Alzantot, Dave Braines, and Mani B. Srivastava.
May 2017.
[ Details ]
Distributed Opportunistic Sensing and Fusion for Traffic Congestion Detection
Alistair Nottle, Santiago Quintana-Amate, Daniel Harborne, Moustafa Alzantot, Dave Braines, Lance Kaplan, Mani B. Srivastava, Supriyo Chakraborty, and Alun Preece.
May 2017.
[ Details ]
Demo abstract: PrOLoc: resilient localization with private observers using partial homomorphic encryption
Amr Alanwar, Yasser Shoukry, Supriyo Chakraborty, Bharathan Balaji, Paul D. Martin, Paulo Tabuada, and Mani B. Srivastava.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
PrOLoc: resilient localization with private observers using partial homomorphic encryption
Amr Alanwar, Yasser Shoukry, Supriyo Chakraborty, Paul D. Martin, Paulo Tabuada, and Mani B. Srivastava.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), April 2017.
[ Details ]
SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation
Moustafa Alzantot, Supriyo Chakraborty, and Mani B. Srivastava.
March 2017.
[ Details ]

2016

2015

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

2014

Towards a Rich Sensing Stack for IoT Devices
Chenguang Shen, Haksoo Choi, Supriyo Chakraborty, and Mani B. Srivastava.
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
Supriyo Chakraborty, Chenguang Shen, Kasturi Rangan Raghavan, Yasser Shoukry, Matt Miller, and Mani B. Srivastava.
USENIX NSDI 2014, April 2014.
[ Details ]

2013

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

2012

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

2011

Qualcomm Weekly Review
Supriyo Chakraborty.
November 2011.
[ Details ]
SensorSafe: a Framework for Privacy-Preserving Management of Personal Sensory Information
Haksoo Choi, Supriyo Chakraborty, Zainul M. Charbiwala, and Mani B. Srivastava.
The 8th VLDB Workshop on Secure Data Management, June 2011.
[ Details ]
Distributed Coordination for Fast Iterative Optimization in Wireless Sensor/Actuator Networks
Rahul Balani, Nabil Chehade, Supriyo Chakraborty, and Mani B. Srivastava.
Proceedings of the Eighth Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (SECON), June 2011.
[ Details ]
Neighborhood Based Fast Graph Graph Search in Large Networks
Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty, and Shu Tao.
2011 ACM SIGMOD, June 2011.
[ Details ]
Demystifying Privacy In Sensory Data: A QoI based approach
Supriyo Chakraborty, Haksoo Choi, and Mani B. Srivastava.
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
Haksoo Choi, Max E. Greenblatt, Zainul M. Charbiwala, Supriyo Chakraborty, and Mani B. Srivastava.
Center for Embedded Networked Sensing (CENS) 8th Annual Research Review, October 2010.
[ Details ]
Source Localization by Combining Obfuscated Sensor Reports Using Dempster-Shafer Theory
Supriyo Chakraborty, Mani B. Srivastava, Chatschik Bisdikian, and Robert Young.
Annual Conference of the ITA , September 2010, September 2010.
[ Details ]
Compressive Oversampling for Robust Data Transmission in Sensor Networks
Zainul M. Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Ting He, Chatschik Bisdikian, and Mani B. Srivastava.
The 29th Conference on Computer Communications (INFOCOM), March 2010.
[ Details ]
Recovering Lost Sensor Data through Compressed Sensing
Zainul M. Charbiwala, Supriyo Chakraborty, Sadaf Zahedi, Younghun Kim, Ting He, Chatschik Bisdikian, and Mani B. Srivastava.
CENS Technical Seminar, January 2010.
[ Details ]

2009

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

2008

Online Calibration
Supriyo Chakraborty.
December 2008.
[ Details ]

2007

2006

2005

2004

2003

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1991