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- AI
- 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
- 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
- Robust Deep Learning
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