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Adversarial Learning

4854 directly classified papers

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Papers

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024
Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation IJCAI 2024
Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024
HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis IJCAI 2024
Doubly Perturbed Task Free Continual Learning AAAI 2024
ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024
Generative Model Perception Rectification Algorithm for Trade-Off between Diversity and Quality AAAI 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics IJCAI 2024
Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models NIPS 2024
Beyond Slow Signs in High-fidelity Model Extraction NIPS 2024
XGA-Osteo: Towards XAI-Enabled Knee Osteoarthritis Diagnosis with Adversarial Learning IJCAI 2024
Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint) IJCAI 2024
Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition IJCAI 2024
Exploring Adversarial Robustness of Deep State Space Models NIPS 2024
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection IJCAI 2024
GenSeg: On Generating Unified Adversary for Segmentation IJCAI 2024
Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection IJCAI 2024
Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach IJCAI 2024
Adversarially Robust Few-shot Learning via Parameter Co-distillation of Similarity and Class Concept Learners CVPR 2024
Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract) IJCAI 2024
TraceEvader: Making DeepFakes More Untraceable via Evading the Forgery Model Attribution AAAI 2024
Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024
Tolerating Outliers: Gradient-Based Penalties for Byzantine Robustness and Inclusion IJCAI 2024
Adaptive Immune-based Sound-Shape Code Substitution for Adversarial Chinese Text Attacks EMNLP 2024
Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control IJCAI 2024