| Defending Deep Neural Networks against Backdoor Attacks via Module Switching | Apr 8, 2025 | Evolutionary AlgorithmsSST-2 | —Unverified | 0 |
| Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study | Apr 3, 2025 | CoLADenoising | CodeCode Available | 0 |
| Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks | Apr 1, 2025 | CoLAContinual Learning | —Unverified | 0 |
| An End-to-End Homomorphically Encrypted Neural Network | Feb 22, 2025 | Sentiment AnalysisSST-2 | —Unverified | 0 |
| Exploring Variability in Fine-Tuned Models for Text Classification with DistilBERT | Dec 31, 2024 | regressionSST-2 | —Unverified | 0 |
| Cut the Deadwood Out: Post-Training Model Purification with Selective Module Substitution | Dec 29, 2024 | Data PoisoningSST-2 | —Unverified | 0 |
| Contextual Feedback Loops: Amplifying Deep Reasoning with Iterative Top-Down Feedback | Dec 23, 2024 | SST-2 | CodeCode Available | 0 |
| Robustness of Large Language Models Against Adversarial Attacks | Dec 22, 2024 | Sentiment AnalysisSentiment Classification | —Unverified | 0 |
| Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models | Oct 25, 2024 | backdoor defenseModel Editing | CodeCode Available | 0 |
| Simultaneous Computation and Memory Efficient Zeroth-Order Optimizer for Fine-Tuning Large Language Models | Oct 13, 2024 | SST-2 | —Unverified | 0 |