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Ilia Shumailov — most-cited papers & profile · Large Language Models
← authors
·
overview
Ilia Shumailov
14
papers ·
5
citations ·
17
h-index
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Most-cited papers
Soft Instruction De-escalation Defense
2025 · 3 citations
Strong Membership Inference Attacks on Massive Datasets and (Moderately) Large Language Models
2025
Cascading Adversarial Bias from Injection to Distillation in Language Models
2025
Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated
2025
Revisiting Automated Prompting: Are We Actually Doing Better?
2023
Measuring memorization in RLHF for code completion
2024
A False Sense of Safety: Unsafe Information Leakage in 'Safe' AI Responses
2024
Measuring memorization through probabilistic discoverable extraction
2024
Stealing User Prompts from Mixture of Experts
2024
Top co-authors
Jamie Hayes
· 7
Harsh Chaudhari
· 3
Itay Yona
· 2
Matthew Jagielski
· 2
Milad Nasr
· 2
Robert Mullins
· 2
Yarin Gal
· 2
Yiren Zhao
· 2
Adam Dziedzic
· 1
A. Feder Cooper
· 1
Alina Oprea
· 1
Aneesh Pappu
· 1
Topics
Safety & Alignment
Evaluation
Fine-Tuning
Training Techniques
Model Architecture
Prompting
Agentic
Vision-Language
In-Context Learning
Code