Shijie Liu

12 papers A* 5Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fox in the Henhouse: Supply-Chain Backdoor Attacks Against Reinforcement Learning.
CoRR
Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein
2025 A* conf
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning.
ICLR
Shijie Liu, Andrew Craig Cullen, Paul Montague, Sarah Monazam Erfani, Benjamin I. P. Rubinstein
2025 J jnl
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning.
CoRR
Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein
2024 — conf
(Poster) Adversarial Training Under Data Exclusion Attacks as a Zero-Sum Game.
GameSec (2)
Zixin Ye, Shijie Liu, Tansu Alpcan, Christopher Leckie
2024 A* conf
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples.
ICML
Andrew C. Cullen, Shijie Liu, Paul Montague, Sarah Monazam Erfani, Benjamin I. P. Rubinstein
2024 A* conf
It's Simplex! Disaggregating Measures to Improve Certified Robustness.
SP
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein
2023 A* conf
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks.
AAAI
Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein
2023 J jnl
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks.
CoRR
Shijie Liu, Andrew C. Cullen, Paul Montague, Sarah M. Erfani, Benjamin I. P. Rubinstein
2023 J jnl
Exploiting Certified Defences to Attack Randomised Smoothing.
CoRR
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein
2023 J jnl
It's Simplex! Disaggregating Measures to Improve Certified Robustness.
CoRR
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein
2022 A* conf
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity.
NeurIPS
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein
2022 J jnl
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity.
CoRR
Andrew C. Cullen, Paul Montague, Shijie Liu, Sarah M. Erfani, Benjamin I. P. Rubinstein