No Free Efficiency: Revisiting the Trade-off Between Training Efficiency and Model Vulnerability
cs.LG, cs.CR
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- DeepSeek-V3 Technical Report
- Fewer Weights, More Problems: A Practical Attack on LLM Pruning
- Kimi K2: Open Agentic Intelligence
- Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited
- The Easy Path to Robustness: Coreset Selection using Sample Hardness
- SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
- Universal and Transferable Adversarial Attacks on Aligned Language Models
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