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Ilia Shumailov — most-cited papers & profile · Federated Learning
← authors
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overview
Ilia Shumailov
8
papers ·
2
citations ·
17
h-index
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Most-cited papers
Rethinking Image-scaling Attacks: The Interplay Between Vulnerabilities In Machine Learning Systems
2021 · 2 citations
Soft Instruction De-escalation Defense
2025
Strong Membership Inference Attacks on Massive Datasets and (Moderately) Large Language Models
2025
Defeating Prompt Injections by Design
2025
SEA: Shareable And Explainable Attribution For Query-based Black-box Attacks
2023
Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information
2019
Revisiting Automated Prompting: Are We Actually Doing Better?
2023
Measuring memorization in RLHF for code completion
2024
Topics
LLM Security
Adversarial ML
Vulnerability Detection
Fine-Tuning
Evaluation
Model Architecture
Threat Intelligence
Game AI
Safe RL
Prompting