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

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
Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning AAAI 2026
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026
Optimisation Problems in Constrained Machine Learning 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
Backdooring Rationalization AAAI 2026
BadThink: Triggered Overthinking Attacks on Chain-of-Thought Reasoning in Large Language Models AAAI 2026
Response Attack: Exploiting Contextual Priming to Jailbreak Large Language Models AAAI 2026
StyleBreak: Revealing Alignment Vulnerabilities in Large Audio-Language Models via Style-Aware Audio Jailbreak AAAI 2026
Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025
ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks AAAI 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
Stepwise Reasoning Disruption Attack of LLMs ACL 2025
Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities ACL 2025
Is Poisoning a Real Threat to DPO? Maybe More So Than You Think AAAI 2025
Can Private Machine Learning Be Fair? AAAI 2025
Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks ACL 2025
Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path AAAI 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models AAAI 2025