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Ilia Shumailov — most-cited papers & profile · Computer Vision
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overview
Ilia Shumailov
65
papers ·
161
citations ·
17
h-index
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Most-cited papers
The Curse of Recursion: Training on Generated Data Makes Models Forget
2023 · 158 citations
Soft Instruction De-escalation Defense
2025 · 3 citations
Defeating Prompt Injections by Design
2025
Stealing Reasoning Traces from Proprietary LLM APIs
2026
GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines
2026
Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
2026
Thought-Transfer: Indirect Targeted Poisoning Attacks on Chain-of-Thought Reasoning Models
2026
ceLLMate: Sandboxing Browser AI Agents
2025
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
2025
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
2025
SynthID-Image: Image watermarking at internet scale
2025
Extracting alignment data in open models
2025
Reasoning Introduces New Poisoning Attacks Yet Makes Them More Complicated
2025
Beyond Laplace and Gaussian: Exploring the Generalized Gaussian Mechanism for Private Machine Learning
2025
Strong Membership Inference Attacks on Massive Datasets and (Moderately) Large Language Models
2025
Topics
cs.CR
cs.LG
cs.AI
Safety & Alignment
Evaluation
Fine-Tuning
Training Techniques
Adversarial ML
cs.CL
Vulnerability Detection