adversarial robustness

1335 papers

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Also known as

UAP PAR ADV AR

Co-occurring keywords

adversarial training (1261) adversarial attack (1599) neural network (6616) adversarial example (563) adversarial learning (1592) model robustness (478) adversarial defense (324) large language model (12755) certified robustness (116) adversarial perturbation (376)

Papers

Diversifying Counterattacks: Orthogonal Exploration for Robust CLlP Inference AAAI 2026

Boosting the Robustness-Accuracy Trade-off of SNNs by Robust Temporal Self-Ensemble AAAI 2026

PEAR: Planner-Executor Agent Robustness Benchmark EACL 2026

3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition AAAI 2026

On Robustness of Linear Classifiers to Targeted Data Poisoning AAAI 2026

Bant: Byzantine Antidote via Trial Function and Trust Scores AAAI 2026

Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models EACL 2026

Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026

Interpretable and Robust Behavior Abstraction via Environment-Disentangled Heterogeneous Graph AAAI 2026

Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models AAAI 2026

Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation AAAI 2026

SA²GFM: Enhancing Robust Graph Foundation Models with Structure-Aware Semantic Augmentation AAAI 2026

DeloopSGNN: Revisiting Spectral GNNs Through the Lens of Spatial Aggregation AAAI 2026

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability AAAI 2026

AD2: Analysis and Detection of Adversarial Threats in Visual Perception for End-to-End Autonomous Driving Systems WACV 2026

ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026

Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models EACL 2026

Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders EACL 2026

DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution EACL 2026

ART: Attention-Regularized Transformers for Multi-Modal Robustness EACL 2026

Authority Backdoor: A Certifiable Backdoor Mechanism for Authoring DNNs AAAI 2026

MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization AAAI 2026

FRBAT: Conditionally-Visible Physical Backdoor Attack via Fluorescence AAAI 2026

Tuning for Two Adversaries: Enhancing the Robustness Against Transfer and Query-Based Attacks Using Hyperparameter Tuning AAAI 2026

Vulnerability-Aware Robust Multimodal Adversarial Training AAAI 2026