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Kamalika Chaudhuri — most-cited papers & profile · Federated Learning
← authors
·
overview
Kamalika Chaudhuri
7
papers ·
102
citations ·
36
h-index
University of California San Diego
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Data Poisoning Attacks Against Online Learning
2018 · 55 citations
Uncertainty-based Abstention In Llms Improves Safety And Reduces Hallucinations
2024 · 45 citations
An Investigation Of Data Poisoning Defenses For Online Learning
2019 · 2 citations
Systems Security Foundations for Agentic Computing
2025
AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
2025
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
2025
Influence-based Attributions Can Be Manipulated
2024
Topics
Adversarial ML
Privacy
Safety & Alignment
Evaluation
LLM Security
Vulnerability Detection
Training Techniques
Threat Intelligence
Fine-Tuning
Network Security