Ilia Shumailov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
12
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CCS | Cascading Adversarial Bias from Injection to Distillation in Language Models. | Harsh Chaudhari, Jamie Hayes, Matthew Jagielski, Ilia Shumailov, Milad Nasr, Alina Oprea |
| 2025 | ICLR | Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses. | David Glukhov, Ziwen Han, Ilia Shumailov, Vardan Papyan, Nicolas Papernot |
| 2025 | ICLR | Measuring memorization in RLHF for code completion. | Jamie Hayes, Ilia Shumailov, William P. Porter, Aneesh Pappu |
| 2025 | ICML | Position: Machine Learning Models Have a Supply Chain Problem. | Sarah Meiklejohn, Hayden Blauzvern, Mihai Maruseac, Spencer Schrock, Laurent Simon, Ilia Shumailov |
| 2025 | ICML | Interpreting the Repeated Token Phenomenon in Large Language Models. | Itay Yona, Ilia Shumailov, Jamie Hayes, Yossi Gandelsman |
| 2025 | ICML | Hardware and Software Platform Inference. | Cheng Zhang, Hanna Foerster, Robert D. Mullins, Yiren Zhao, Ilia Shumailov |
| 2025 | NAACL | Measuring memorization in language models via probabilistic extraction. | Jamie Hayes, Marika Swanberg, Harsh Chaudhari, Itay Yona, Ilia Shumailov, Milad Nasr, Christopher A. Choquette-Choo, Katherine Lee, A. Feder Cooper |
| 2025 | SP | Architectural Neural Backdoors from First Principles. | Harry Langford, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot |
| 2024 | ICML | Position: Fundamental Limitations of LLM Censorship Necessitate New Approaches. | David Glukhov, Ilia Shumailov, Yarin Gal, Nicolas Papernot, Vardan Papyan |
| 2023 | ACL | Revisiting Automated Prompting: Are We Actually Doing Better? | Yulin Zhou, Yiren Zhao, Ilia Shumailov, Robert Mullins, Yarin Gal |
| 2023 | CVPR | Architectural Backdoors in Neural Networks. | Mikel Bober-Irizar, Ilia Shumailov, Yiren Zhao, Robert Mullins, Nicolas Papernot |
| 2023 | EMNLP | Revisiting Block-based Quantisation: What is Important for Sub-8-bit LLM Inference? | Cheng Zhang, Jianyi Cheng, Ilia Shumailov, George A. Constantinides, Yiren Zhao |
| 2023 | RAID | Boosting Big Brother: Attacking Search Engines with Encodings. | Nicholas Boucher, Luca Pajola, Ilia Shumailov, Ross J. Anderson, Mauro Conti |
| 2022 | ICML | Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems. | Yue Gao, Ilia Shumailov, Kassem Fawaz |
| 2022 | SP | Bad Characters: Imperceptible NLP Attacks. | Nicholas Boucher, Ilia Shumailov, Ross Anderson, Nicolas Papernot |
| 2021 | ICML | Markpainting: Adversarial Machine Learning meets Inpainting. | David Khachaturov, Ilia Shumailov, Yiren Zhao, Nicolas Papernot, Ross J. Anderson |
| 2020 | CCS | Towards Certifiable Adversarial Sample Detection. | Ilia Shumailov, Yiren Zhao, Robert Mullins, Ross J. Anderson |
| 2020 | DSN | Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information. | Yiren Zhao, Ilia Shumailov, Han Cui, Xitong Gao, Robert Mullins, Ross J. Anderson |
| 2020 | IMC | Turning Up the Dial: the Evolution of a Cybercrime Market Through Set-up, Stable, and Covid-19 Eras. | Anh V. Vu, Jack Hughes, Ildiko Pete, Ben Collier, Yi Ting Chua, Ilia Shumailov, Alice Hutchings |
| 2017 | ACII | Computational analysis of valence and arousal in virtual reality gaming using lower arm electromyograms. | Ilia Shumailov, Hatice Gunes |