{"total":26,"rows":[{"id":"2403.07508","title":"MoAI: Mixture of All Intelligence for Large Language and Vision Models","created":"2024-03-12","cited_by_count":36,"area":null},{"id":"2210.05577","title":"What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?","created":"2022-10-11","cited_by_count":21,"area":null},{"id":"2303.01052","title":"Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression","created":"2023-03-02","cited_by_count":18,"area":null},{"id":"2409.14713","title":"Phantom of Latent for Large Language and Vision Models","created":"2024-09-23","cited_by_count":17,"area":null},{"id":"2306.08604","title":"A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy","created":"2023-06-14","cited_by_count":14,"area":null},{"id":"2406.12246","title":"TroL: Traversal of Layers for Large Language and Vision Models","created":"2024-06-18","cited_by_count":14,"area":null},{"id":"2410.08503","title":"Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data","created":"2024-10-11","cited_by_count":12,"area":null},{"id":"2307.07250","title":"Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning","created":"2023-07-14","cited_by_count":11,"area":null},{"id":"2410.16449","title":"Robust Feature Learning for Multi-Index Models in High Dimensions","created":"2024-10-21","cited_by_count":5,"area":null},{"id":"2210.14957","title":"Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness","created":"2022-10-26","cited_by_count":4,"area":null},{"id":"2309.04650","title":"Exploring Robust Features for Improving Adversarial Robustness","created":"2023-09-09","cited_by_count":4,"area":null},{"id":"2210.14229","title":"Causal Information Bottleneck Boosts Adversarial Robustness of Deep Neural Network","created":"2022-10-25","cited_by_count":3,"area":null},{"id":"2306.15457","title":"Robust Proxy: Improving Adversarial Robustness by Robust Proxy Learning","created":"2023-06-27","cited_by_count":3,"area":null},{"id":"2412.02171","title":"Can't Slow me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices","created":"2024-12-03","cited_by_count":3,"area":null},{"id":"2302.10896","title":"IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness","created":"2023-02-09","cited_by_count":2,"area":null},{"id":"2309.17401","title":"Adversarial Attacks to Latent Representations of Distributed Neural Networks in Split Computing","created":"2023-09-29","cited_by_count":2,"area":null},{"id":"2402.10470","title":"Theoretical Understanding of Learning from Adversarial Perturbations","created":"2024-02-16","cited_by_count":2,"area":null},{"id":"2406.03017","title":"DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain","created":"2024-06-05","cited_by_count":2,"area":null},{"id":"2211.16185","title":"Disentangled Generation with Information Bottleneck for Few-Shot Learning","created":"2022-11-29","cited_by_count":1,"area":null},{"id":"2309.14585","title":"DifAttack: Query-Efficient Black-Box Attack via Disentangled Feature Space","created":"2023-09-26","cited_by_count":1,"area":null},{"id":"2403.16176","title":"Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals","created":"2024-03-24","cited_by_count":1,"area":null},{"id":"2503.11032","title":"Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data","created":"2025-03-14","cited_by_count":1,"area":null},{"id":"2206.04463","title":"Meet You Halfway: Explaining Deep Learning Mysteries","created":"2022-06-09","cited_by_count":0,"area":null},{"id":"2410.13193","title":"Golyadkin's Torment: Doppelg\\\"angers and Adversarial Vulnerability","created":"2024-10-17","cited_by_count":0,"area":null},{"id":"2505.08835","title":"Robustness Analysis against Adversarial Patch Attacks in Fully Unmanned Stores","created":"2025-05-13","cited_by_count":0,"area":null},{"id":"2509.20793","title":"FERD: Fairness-Enhanced Data-Free Robustness Distillation","created":"2025-09-25","cited_by_count":0,"area":null}],"next_cursor":null}