adversarial detection

TTP: Test-Time Padding for Adversarial Detection and Robust Adaptation on Vision-Language Models CVPR 2026 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 LuxVeri at GenAI Detection Task 3: Cross-Domain Detection of AI-Generated Text Using Inverse Perplexity-Weighted Ensemble of Fine-Tuned Transformer Models COLING 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 Preventing Rogue Agents Improves Multi-Agent Collaboration ACL 2025 PROOD: A Simple LLM Out-of-Distribution Guardrail Leveraging Response Semantics EMNLP 2025 RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis EMNLP 2025 Edit Distance Robust Watermarks via Indexing Pseudorandom Codes NeurIPS 2024 CASN:Class-Aware Score Network for Textual Adversarial Detection ACL 2023 Detecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score ICML 2023 On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection ACL 2023 A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022 Input-specific Attention Subnetworks for Adversarial Detection ACL 2022 Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022 A Sweet Rabbit Hole by DARCY: Using Honeypots to Detect Universal Trigger’s Adversarial Attacks ACL 2021 Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions AAAI 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 LiBRe: A Practical Bayesian Approach to Adversarial Detection CVPR 2021 Training Language Models under Resource Constraints for Adversarial Advertisement Detection NAACL 2021 A Girl Has A Name: Detecting Authorship Obfuscation ACL 2020 Detecting Audio Attacks on ASR Systems with Dropout Uncertainty Interspeech 2020 Dynamic Network Pruning with Interpretable Layerwise Channel Selection AAAI 2020 Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification Interspeech 2020