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Aengus Lynch

8 papers hereh-index 6622 citations10 works total

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

author position
  • sole author1
  • first author2
  • middle author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL2
  • cs.CR2
  • cs.AI1
same name
  • Aengus Lynch — 3 papers, h 5

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 citedAgentic Misalignment: How LLMs Could Be Insider Threats

8 citations · 12 across the 7 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024

Best-of-N Jailbreaking

John Hughes, Sara Price, Aengus Lynch +7

We introduce Best-of-N (BoN) Jailbreaking, a simple black-box algorithm that jailbreaks frontier AI systems across modalities. BoN Jailbreaking works by repeatedly sampling variati…

cs.CL2024★ 1 cited

Eight Methods to Evaluate Robust Unlearning in LLMs

Aengus Lynch, Phillip Guo, Aidan Ewart +2

Machine unlearning can be useful for removing harmful capabilities and memorized text from large language models (LLMs), but there are not yet standardized methods for rigorously e…

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