adversarial learning

1592 papers

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Also known as

DAL ADAL ALI ASA GAN AGR AL ADC AAL

Co-occurring keywords

domain adaptation (4578) generative adversarial network (1939) adversarial training (1261) backdoor attack (377) neural network (6616) representation learning (6174) adversarial attack (1599) large language model (12755) adversarial robustness (1335) text classification (6776)

Papers

UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks WACV 2026

Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening WACV 2026

CaRS: A Causal Intervention Segmentation Framework and Benchmark Dataset for Autonomous Driving under Transitional Weather Conditions WACV 2026

Systematic Analysis of the Unintentional CSAM-Generation-Potential of Text-to-Image Models WACV 2026

Adversarial Decoding: Generating Readable Documents for Adversarial Objectives EACL 2026

Feature Compression May Be the Root Cause of Adversarial Fragility in Neural Network Classifiers (Student Abstract) AAAI 2026

ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026

BeDKD: Backdoor Defense Based on Directional Mapping Module and Adversarial Knowledge Distillation AAAI 2026

6DAttack: Backdoor Attacks in the 6DoF Pose Estimation AAAI 2026

Anti-adversarial Learning: Desensitizing Prompts for Large Language Model AAAI 2026

Learning Fair Representations with Kolmogorov-Arnold Networks AAAI 2026

LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026

Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation AAAI 2026

Adversarial Fair Incomplete Multi-View Clustering AAAI 2026

MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models AAAI 2026

Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026

DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026

Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks AAAI 2026

VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness AAAI 2026

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation AAAI 2026

Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation AAAI 2026

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

Phased One-Step Adversarial Equilibrium for Video Diffusion Models AAAI 2026

A Guardrail Framework for Sensitive Financial Information Protection: A Taxonomy-Driven Approach AAAI 2026

Interpretable Adversarial Reinforcement Learning AAAI 2026