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05/24/2021
An In-Memory Analog Computing Co-Processor for Energy-Efficient CNN Inference on Mobile Devices
In this paper, we develop an in-memory analog computing (IMAC) architect...
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05/21/2021
Automatic calibration of time of flight based non-line-of-sight reconstruction
Time of flight based Non-line-of-sight (NLOS) imaging approaches require...
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03/04/2021
Blockchain Based Accounts Payable Platform for Goods Trade
Goods trade is a supply chain transaction that involves shippers buying ...
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03/01/2021
Safepaths: Vaccine Diary Protocol and Decentralized Vaccine Coordination System using a Privacy Preserving User Centric Experience
In this early draft, we present an end-to-end decentralized protocol for...
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01/20/2021
MIT SafePaths Card (MiSaCa): Augmenting Paper Based Vaccination Cards with Printed Codes
In this early draft, we describe a user-centric, card-based system for v...
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01/05/2021
COVID-19 Tests Gone Rogue: Privacy, Efficacy,Mismanagement and Misunderstandings
COVID-19 testing, the cornerstone for effective screening and identifica...
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01/04/2021
Spatial K-anonymity: A Privacy-preserving Method for COVID-19 Related Geospatial Technologies
There is a growing need for spatial privacy considerations in the many g...
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12/21/2020
COVID-19 Outbreak Prediction and Analysis using Self Reported Symptoms
The COVID-19 pandemic has challenged scientists and policy-makers intern...
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12/20/2020
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for deep neural networks
Recent deep learning models have shown remarkable performance in image c...
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12/04/2020
Verifiable Proof of Health using Public Key Cryptography
In the current pandemic, testing continues to be the most important tool...
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12/03/2020
Digital Landscape of COVID-19 Testing: Challenges and Opportunities
The COVID-19 Pandemic has left a devastating trail all over the world, i...
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10/08/2020
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
Companies provide annual reports to their shareholders at the end of the...
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09/26/2020
Proximity Inference with Wifi-Colocation during the COVID-19 Pandemic
In this work we propose a WiFi colocation methodology for digital contac...
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09/25/2020
Target Privacy Threat Modeling for COVID-19 Exposure Notification Systems
The adoption of digital contact tracing (DCT) technology during the COVI...
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09/04/2020
Proximity Sensing for Contact Tracing
The TC4TL (Too Close For Too Long) challenge is aimed towards designing ...
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08/20/2020
NoPeek: Information leakage reduction to share activations in distributed deep learning
For distributed machine learning with sensitive data, we demonstrate how...
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08/15/2020
PPContactTracing: A Privacy-Preserving Contact Tracing Protocol for COVID-19 Pandemic
Several contact tracing solutions have been proposed and implemented all...
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08/11/2020
Comparing manual contact tracing and digital contact advice
Manual contact tracing is a top-down solution that starts with contact t...
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08/07/2020
SplitNN-driven Vertical Partitioning
In this work, we introduce SplitNN-driven Vertical Partitioning, a confi...
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07/20/2020
Voice@SRIB at SemEval-2020 Task [9,12]: Sentiment and Offensiveness detection in Social Media
In social-media platforms such as Twitter, Facebook, and Reddit, people ...
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07/01/2020
Adding Location and Global Context to the Google/Apple Exposure Notification Bluetooth API
Contact tracing requires a strong understanding of the context of a user...
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07/01/2020
Adding Location and other Context to the Google/Apple Exposure Notification Bluetooth API
Contact tracing requires a strong understanding of the context of a user...
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04/25/2020
Privacy in Deep Learning: A Survey
The ever-growing advances of deep learning in many areas including visio...
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03/19/2020
Apps Gone Rogue: Maintaining Personal Privacy in an Epidemic
Containment, the key strategy in quickly halting an epidemic, requires r...
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12/27/2019
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
Clinical notes contain rich data, which is unexploited in predictive mod...
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10/19/2019
NASIB: Neural Architecture Search withIn Budget
Neural Architecture Search (NAS) represents a class of methods to genera...
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09/27/2019
Maximal adversarial perturbations for obfuscation: Hiding certain attributes while preserving rest
In this paper we investigate the usage of adversarial perturbations for ...
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09/18/2019
Detailed comparison of communication efficiency of split learning and federated learning
We compare communication efficiencies of two compelling distributed mach...
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12/16/2018
"When and Where?": Behavior Dominant Location Forecasting with Micro-blog Streams
The proliferation of smartphones and wearable devices has increased the ...
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03/18/2018