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Adversarial Learning

4854 directly classified papers

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Papers

MOS-Attack: A Scalable Multi-objective Adversarial Attack Framework CVPR 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization ACL 2025
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025
I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models CVPR 2025
Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025
HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025
Real-Time Neural Denoising with Render-Aware Knowledge Distillation AAAI 2025
Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025
LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025
RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025
AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025
Generic Adversarial Attack Framework Against Vertical Federated Learning IJCAI 2025
HoneypotNet: Backdoor Attacks Against Model Extraction AAAI 2025
Enhancing Transferability of Audio Adversarial Example for Both Frequency- and Time-domain IJCAI 2025
A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025
Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025
An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer NAACL 2025
Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025
AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025
Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025
Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path AAAI 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025