conftrace_
← Core AI
Artificial Intelligence › Core AI ›

Adversarial Learning

1,292 papers

Papers per year

1
130
264
'10
'20
'25

Papers

Route to Rome Attack: Directing LLM Routers to Expensive Models via Adversarial Suffix Optimization ACL 2026
SHARP: Self-adaptive Harmful Category-aware Prompt Generation for Black-box Jailbreaking ACL 2026
Jailbreak-Zero: A Path to Pareto Optimal Red Teaming for Large Language Models ACL 2026
Adaptive Instruction Composition for Automated LLM Red-Teaming ACL 2026
The Shape of Vulnerability: How Adversarial Perturbations Reshape the Topology of Language Model Latent Spaces ACL 2026
ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring ACL 2026
Securing the Tool Layer: A Threat Taxonomy and Runtime Defense Framework for Model Context Protocol Deployments ACL 2026
On the Feasibility of Fréchet Radiomic Distance–Constrained Adversarial Examples in Medical Imaging: Methods and Trade-offs MIDL 2026
No Evidence of Disease: Clinically-Risky Adversarial Chest CT Report Generation MIDL 2026
Recoverable Facial Identity Protection via Adaptive Makeup Transfer Adversarial Attacks AAAI 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors AAAI 2025
Enhancing Adversarial Transferability with Adversarial Weight Tuning AAAI 2025
Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification AAAI 2025
Contrasting Adversarial Perturbations: The Space of Harmless Perturbations AAAI 2025
Enhancing Robustness in Incremental Learning with Adversarial Training AAAI 2025
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks AAAI 2025
AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models AAAI 2025
A²RNet: Adversarial Attack Resilient Network for Robust Infrared and Visible Image Fusion AAAI 2025
AIM: Additional Image Guided Generation of Transferable Adversarial Attacks AAAI 2025
Transferable Adversarial Face Attack with Text Controlled Attribute AAAI 2025
Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach AAAI 2025
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025
Pixel Is Not a Barrier: An Effective Evasion Attack for Pixel-Domain Diffusion Models AAAI 2025