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20202026
most citedPrivacyFL: A simulator for privacy-preserving and secure federated learning

65 citations · 111 across the 15 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

Rethinking Indirect Prompt Injection as a Test-Time Search Problem

Duong M. Nguyen, Joon Sik Kim, Blazej Manczak +1

We formulate indirect prompt injection as a test-time search over a task-dependent attack surface induced by the environment, user task, and injection task. To operationalize this…

cs.AI2024

PrimeGuard: Safe and Helpful LLMs through Tuning-Free Routing

Blazej Manczak, Eliott Zemour, Eric Lin +1

Deploying language models (LMs) necessitates outputs to be both high-quality and compliant with safety guidelines. Although Inference-Time Guardrails (ITG) offer solutions that shi…