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Matt Fredrikson

20 papers hereh-index 7374 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author15
  • last author5

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CR5
  • cs.LG5
  • cs.AI3
  • cs.CL3
  • cs.CV3
  • cs.RO1
same name
  • Matt Fredrikson — 44 papers, h 34
  • Matt Fredrikson — 1 paper
  • Matt Fredrikson — 1 paper, h 2
  • Matt Fredrikson — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedAgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

5 citations · 5 across the 18 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

Is Your Text-to-Image Model Robust to Caption Noise?

Weichen Yu, Ziyan Yang, Shanchuan Lin +5

In text-to-image (T2I) generation, a prevalent training technique involves utilizing Vision Language Models (VLMs) for image re-captioning. Even though VLMs are known to exhibit ha…

cs.LG2024★ 5 cited

AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

Maksym Andriushchenko, Alexandra Souly, Mateusz Dziemian +11

The robustness of LLMs to jailbreak attacks, where users design prompts to circumvent safety measures and misuse model capabilities, has been studied primarily for LLMs acting as s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.