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

Continual Domain Adversarial Adaptation via Double-Head Discriminators AISTATS 2024

Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024

Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024

Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors ACL 2024

RSAP-DFM: Regime-Shifting Adaptive Posterior Dynamic Factor Model for Stock Returns Prediction IJCAI 2024

DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning AAAI 2024

Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition IJCAI 2024

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024

Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024

Policy-shaped prediction: avoiding distractions in model-based reinforcement learning NIPS 2024

CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024

Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment NIPS 2024

Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack COLING 2024

Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NIPS 2024

BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection IJCAI 2024

Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation NIPS 2024

Improving Adversarial Robustness via Feature Pattern Consistency Constraint IJCAI 2024

Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models NIPS 2024

Backdoor NLP Models via AI-Generated Text COLING 2024

Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024

Bridging the Gap: Rademacher Complexity in Robust and Standard Generalization COLT 2024

COMBAT: Alternated Training for Effective Clean-Label Backdoor Attacks AAAI 2024

Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024

Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NIPS 2024

Semi-supervised Domain Adaptation in Graph Transfer Learning IJCAI 2023