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Ilia Shumailov

Observed name: Shumailov, Ilia
OpenAlex ID: A5139445612
ceLLMate: Sandboxing Browser AI Agents
2025 · Meng, Luoxi, Feng, Henry, et al. · arXiv (Cornell University) · 36
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Honeyval: A Comprehensive Evaluation Framework for LLM-powered HTTP Honeypots
2026 · Vero, Mark, Kaczmarczyck, Fabian, et al. · arXiv (Cornell University) · 3
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Fixing 7,400 Bugs for 1$: Cheap Crash-Site Program Repair
2025 · Zheng, Han, Shumailov, Ilia, et al. · arXiv (Cornell University) · 3
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GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines
2026 · Isbarov, Jafar, Suleymanov, Umid, et al. · arXiv (Cornell University) · 2
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Kraken: Higher-order EM Side-Channel Attacks on DNNs in Near and Far Field
2026 · Peter Horvath, Ilia Shumailov, et al. · IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) · 2
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CodeMechanic: Bug-Property-Guided Program Mitigation
2026 · Zheng, Han, Galanopoulou, Rafaila, et al. · arXiv (Cornell University)
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Exploring the limits of strong membership inference attacks on large language models
2025 · Jamie Hayes, Ilia Shumailov, et al. · CISPA Helmholtz Center
From Differential Privacy to Bounds on Membership Inference: Less can be More
2024 · Anvith Thudi, Ilia Shumailov, et al. · Transactions on machine learning research
Works count: 8
Citation count: 46
H-index: 3
I10-index: 1
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