conftrace_

adversarial attack

1621 papers

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Also known as

AA

Co-occurring keywords

adversarial robustness (1341) adversarial example (564) black-box attack (237) large language model (13587) neural network (6616) adversarial learning (1595) adversarial defense (325) model robustness (480) adversarial training (1262) adversarial perturbation (384)

Papers

Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026

Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs AAAI 2026

Unveiling the Fragility of Vision-Language Models: Multi-Modal Adversarial Synergy via Texture-Constrained Perturbations and Cross-Modal Optimization AAAI 2026

Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach AAAI 2026

Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026

AEON: Adaptive Embedding Optimized Noise for Robust Watermarking in Diffusion Models WACV 2026

BAFLE-DCT: Bypassing Adversarial Filters via Frequency-Selective Embedding in the DCT Domain WACV 2026

Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026

Unleashing the Unseen: Harnessing Benign Datasets for Jailbreaking Large Language Models EACL 2026

Hacking Neural Evaluation Metrics with Single Hub Text EACL 2026

SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026

Transferable Hypergraph Attack via Injecting Nodes into Pivotal Hyperedges AAAI 2026

Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026

Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models AAAI 2026

LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs AAAI 2026

Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception AAAI 2026

Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026

Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning AAAI 2026

Exploiting Space Folding by Neural Networks AAAI 2026

Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models AAAI 2026

GraphTextack: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs AAAI 2026

Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation AAAI 2026

ExtendAttack: Attacking Servers of LRMs via Extending Reasoning AAAI 2026

GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations AAAI 2026

Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models AAAI 2026