Similar Items: Adversarial Update-Based Federated Unlearning for Poisoned Model Recovery
- Fight Poison with Poison: Enhancing Robustness in Few-shot Machine-Generated Text Detection with Adversarial Training
- Machine Unlearning for Class Removal through SISA-based Deep Neural Network Architectures
- Detecting Adversarial Data via Provable Adversarial Noise Amplification
- Gray-Box Poisoning of Continuous Malware Ingestion Pipelines
- LoopTrap: Termination Poisoning Attacks on LLM Agents
- MEMSAD: Gradient-Coupled Anomaly Detection for Memory Poisoning in Retrieval-Augmented Agents