conftrace_

adversarial defense

325 papers

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Co-occurring keywords

adversarial attack (1621) adversarial robustness (1341) backdoor attack (385) adversarial training (1262) large language model (13587) adversarial learning (1595) text classification (6793) model robustness (480) adversarial example (564) neural network (6616)

Papers

Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization IJCNLP 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis AACL 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025
SPIRIT: Patching Speech Language Models against Jailbreak Attacks EMNLP 2025
PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models EMNLP 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models AAAI 2025
Certified Causal Defense with Generalizable Robustness AAAI 2025
Split Adaptation for Pre-trained Vision Transformers CVPR 2025
Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches ICCV 2025
When and Where do Data Poisons Attack Textual Inversion? ICCV 2025
SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection NAACL 2025
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models ACL 2025
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ACL 2025
Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks AAAI 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection ICCV 2025
Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents EMNLP 2025
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy WACV 2025
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention COLING 2025
Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks AAAI 2025
Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy AAAI 2025
NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations ICCV 2025