conftrace_

adversarial defense

325 papers

Explore in graph

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

Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models ACL 2025
SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection NAACL 2025
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025
TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning AAAI 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025
Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention COLING 2025
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization AACL 2025
Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis AACL 2025
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning AAAI 2025
Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning ICCV 2025
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks COLING 2025
Distraction is All You Need for Multimodal Large Language Model Jailbreaking CVPR 2025
Two Sides of the Same Coin: Learning the Backdoor to Remove the Backdoor AAAI 2025
Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise EMNLP 2025
SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning EMNLP 2025
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NIPS 2024
PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification AAAI 2024
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing NIPS 2024
VoiceDefense: Protecting Automatic Speaker Verification Models Against Black-box Adversarial Attacks INTERSPEECH 2024
MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model CVPR 2024
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples EMNLP 2024
Defense Against Adversarial Cloud Attack on Remote Sensing Salient Object Detection WACV 2024
Invariant Aggregator for Defending against Federated Backdoor Attacks AISTATS 2024