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

Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025
SDD: Self-Degraded Defense against Malicious Fine-tuning ACL 2025
Adversarial Attacks Against Automated Fact-Checking: A Survey EMNLP 2025
FedDLAD: A Federated Learning Dual-Layer Anomaly Detection Framework for Enhancing Resilience Against Backdoor Attacks IJCAI 2025
Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refine NAACL 2025
When and Where do Data Poisons Attack Textual Inversion? ICCV 2025
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention COLING 2025
Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models NAACL 2025
Seeing Through Deepfakes: A Human-Inspired Framework for Multi-Face Detection ICCV 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025
Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation WACV 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis AACL 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models AAAI 2025
First Line of Defense: A Robust First Layer Mitigates Adversarial Attacks AAAI 2025
Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025
Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training ACL 2025
Certified Causal Defense with Generalizable Robustness AAAI 2025
DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination WACV 2025
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy WACV 2025
SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection ACL 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models EMNLP 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization AACL 2025