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BFOIT
California Connects
Color, Language, and Thought
Extracting Event Attributes from Unstructured Textual Data for Persistent Situational Awareness
FrameNet
MetaNet: A Multilingual Metaphor Repository
NTL
Identifying semantic components from cross-language variation, structured lexical resources, and corpora
Multilingual FrameNet: Merging FrameNets for Cross-linguistic Research
Preserving Unwritten Languages
Audio and Multimedia
GeoTube
Knowledge-Aided Interface for Big Data Streams
Multimodal Feature Learning for Understanding Consumer Produced Multimedia Data
Multimodal Location Estimation
Privacy Literacy with San Jose Public Library
Shining Light on Non-Public Data Flows
SMASH
Teaching Resources for Online Privacy Education (TROPE)
Video Concept Detection
Multi Modal Video Summarization
Big Data
The Berkeley Data Analysis System
Characterizing and Exploiting Tree-Like Structure in Large Social and Information Networks
Combining stochastics and numerics for more meaningful matrix computations
Leverage Subsampling for Regression and Dimension Reduction
Machine Learning Methods and Large Informatics Graphs
Randomized Numerical Linear Algebra (RandNLA) for Multi-Linear and Non-Linear Data
Robust, Efficient, and Local Machine Learning Primitives
Scalable Statistics and Machine Learning for Data-Centric Science
Streaming Algorithms for Fundamental Computations in Numerical Linear Algebra
Theory and Practice of Randomized Algorithms for Ultra-Large-Scale Signal Processing
Core Technology for TCS
Codornices
Enhancements for wireless mesh networks
Intelligent channel management for wireless mesh networks
Liquid Data Networking
Low latency/high reliability streaming video prototype based on RaptorQ
Extensible Internet
Networking and Security
Accountable Information Use: Privacy and Fairness in Decision-Making Systems
Bro Center of Expertise for the NSF Community
Bro Intrusion Detection System Refinements
Censorship Counterstrike via Measurement, Filtering, Evasion, and Protocol Enhancement
CESR: The Center for Evidence-based Security Research
Characterizing Enterprise Networks
Co-Design of Network, Storage and Computation Fabrics for Disaggregated Datacenters
Creating an Evolvable, Diverse, and Dynamic Internet
De-Mystifying and Hardening the Domain Name System
The Design and Implementation of a Consolidated MiddleBox Architecture
Detecting and Preventing Network Attacks
Developing Security Science from Measurement
Effective and Economical Protection for High-Performance Research and Education Networks
Enhancing Bro for Operational Network Security Monitoring in Scientific Environments
Evaluating Price Mechanisms for Clouds
Exploring Internet Balkanization through the Lens of Regional Discrimination
Future Internet Architecture
Internet-Wide Vulnerability Measurement, Assessment, and Notification
Investigating the Underground Economy
Lumen Privacy Monitor
Network Virtualization for OpenCloud
Open Software-Defined Networks
Semantic Security Monitoring for Industrial Control Systems
Shining Light on Non-Public Data Flows
A Software-Defined Internet Exchange
Towards Programming Datacenters
Towards a Science of Censorship Resistance
Understanding and Exploiting Parallelism in Deep Packet Inspection on Concurrent Architectures
Understanding the State of TLS Using Large-scale Passive Measurements
Understanding and Taming the Privacy Footprint
Universal Packet Scheduling
User-Centric Networking
When do Computers Discriminate? Toward Informing Users About Algorithmic Discrimination
PacketLab: A Universal Measurement Endpoint Interface
Privacy Risk in Machine Learning Pipelines
Rethinking Home Networking for the Ultrabroadband Era
Research Initiatives
Analysis of Genome-Wide Association Studies for Common Diseases
Cybermanufacturing: Abstractions and Architectures for Open Composable Services
Deep Learning-Based Self-Organizing Network for B5G Communications with Massive IoT Devices
Evaluating Price Mechanisms for Clouds
Finding Conserved Protein Modules
Interoperability Challenges and Scenarios in Computational Design and Manufacturing
Limiting Manipulation in Data Centers and the Cloud
Tactile Internet Islands
Towards Automated Testing and Discovery of Interoperability
Undermining Political “Scratch” Effects with Technology (UPSET)
Variable Precision Computing LDRD Project
Speech
Automatic Recognition of Camera Speech (ARCS)
COSMOS
How does deep learning improve speech recognition accuracy?
Project Ouch - Outing Unfortunate Characteristics of HMMs (Used for Speech Recognition)
Robust Automatic Transcription of Speech
Speaker Recognition
SWORDFISH
Towards Modeling Human Speech Confusions in Noise
Deep and Wide Learning for Automatic Speech Recognition
Word Bug
Usable Security and Privacy
AppCensus: Learn the Privacy Costs of Free Apps
Increasing Users' Cyber-Security Compliance by Reducing Present Bias
Mobile Contextual Privacy
Mobile Dynamic Privacy and Security Analysis at Scale
Privacy Literacy wtih San Jose Public Library
Scaling Contextual Privacy to MDM Environments
Science of Security
Security and Privacy for Wearable and Continuous Sensing Platforms
Teaching Resources for Online Privacy Education
The Science of Privacy: Implications for Data Usage
Usable Security of Emerging Healthcare Technologies for Seniors
Using Individual Differences to Personalize Security Mitigations
Exploring the Boundaries of Passive Listening in Voice Assistants
Vision
3D Point Cloud Parsing
Adversarial Robustness
Complex-valued Deep Learning
Implicit Deep Learning
Machine Learning for Medical Applications
Machine Learning in the Hyperbolic Space
Model Learning and Compression
Representation Learning
Robotic Manipulation and Locomotion
Sketch Recognition and Photo Synthesis
Sound and Vision Integration
Vision-Based Reinforcement Learning
2i2c
2i2c
Robust Deep Learning
Resilient Dynamic Autoencoders for Modeling and Predicting Earthquake Threats
Backdoor Detection via Eigenvalues, Hessians, Internal Behaviors, and Robust Statistics
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