% Key papers for Decision-based boundary attacks (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2020_qeba_16077, title = {{QEBA: Query-Efficient Boundary-Based Blackbox Attack}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{iclr2018_decision_28641, title = {{Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/19}, } @inproceedings{icml2019_white_37857, title = {{White-box vs Black-box: Bayes Optimal Strategies for Membership Inference}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/4066}, } @inproceedings{cvpr2022_investigating_19102, title = {{Investigating Top-k White-Box and Transferable Black-Box Attack}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2020_polishing_16052, title = {{Polishing Decision-Based Adversarial Noise With a Customized Sampling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2023_unfooling_4903, title = {{Unfooling Perturbation-Based Post Hoc Explainers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25847}, } @inproceedings{aaai2023_defending_3434, title = {{Defending Black-Box Skeleton-Based Human Activity Classifiers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25352}, } @inproceedings{aaai2020_optimal_101900, title = {{Optimal Attack against Autoregressive Models by Manipulating the Environment}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5760}, } @inproceedings{aaai2024_ttts_7487, title = {{TTTS: Tree Test Time Simulation for Enhancing Decision Tree Robustness against Adversarial Examples}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30090}, } @inproceedings{neurips2021_characterizing_61519, title = {{Characterizing the risk of fairwashing}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27065}, } @inproceedings{neurips2024_when_71294, title = {{When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95953}, } @inproceedings{aaai2025_adba_7954, title = {{ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32821}, } @inproceedings{icml2020_robust_38714, title = {{Robust and Stable Black Box Explanations}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6726}, } @inproceedings{icml2021_a_38994, title = {{A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9407}, } @inproceedings{icml2023_preprocessors_42743, title = {{Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/24809}, } @inproceedings{iclr2023_bort_32460, title = {{Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/12080}, } @inproceedings{icml2021_popskipjump_39794, title = {{PopSkipJump: Decision-Based Attack for Probabilistic Classifiers}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9475}, } @inproceedings{icml2025_advagent_47893, title = {{AdvAgent: Controllable Blackbox Red-teaming on Web Agents}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/44710}, } @inproceedings{aaai2026_fading_108794, title = {{Fading the Digital Ink: A Universal Black-Box Attack Framework for 3DGS Watermarking Systems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/41146}, } @inproceedings{iclr2023_roco_31970, title = {{ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11370}, } @inproceedings{icml2026_inducing_53764, title = {{Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=iSk9sTfuYQ}, } @inproceedings{neurips2025_interpreting_76205, title = {{Interpreting Emergent Features in Deep Learning-based Side-channel Analysis}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=GjkuXI7hX7}, } @inproceedings{iclr2026_black_88415, title = {{Black-Box Privacy Attacks on Shared Representations in Multitask Learning}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=mTsWEVhcZM}, }