74 citations · 101 across the 5 of their papers we have counts for
5 papers
Tracking Measurement Obfuscations from SourceURL
Sarah Bird
Tracking scripts can use the sourceURL directive to mask their origin from developer tools and tools that use the same JS call stack and network stack information. Firefox and Chro…
Actions speak louder than words: Semi-supervised learning for browser fingerprinting detection
Sarah Bird, Vikas Mishra, Steven Englehardt +4
As online tracking continues to grow, existing anti-tracking and fingerprinting detection techniques that require significant manual input must be augmented. Heuristic approaches t…
MLSys: The New Frontier of Machine Learning Systems
Alexander Ratner, Dan Alistarh, Gustavo Alonso +66
Machine learning (ML) techniques are enjoying rapidly increasing adoption. However, designing and implementing the systems that support ML models in real-world deployments remains…
Abstractions for AI-Based User Interfaces and Systems
Alex Renda, Harrison Goldstein, Sarah Bird +2
Novel user interfaces based on artificial intelligence, such as natural-language agents, present new categories of engineering challenges. These systems need to cope with uncertain…
Making Contextual Decisions with Low Technical Debt
Alekh Agarwal, Sarah Bird, Markus Cozowicz +9
Applications and systems are constantly faced with decisions that require picking from a set of actions based on contextual information. Reinforcement-based learning algorithms suc…