#Adversarial robustness
Latest news articles tagged with "Adversarial robustness". Follow the timeline of events, related topics, and entities.
Articles (2)
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🇺🇸 Closing the Distribution Gap in Adversarial Training for LLMs
[USA]
arXiv:2602.15238v1 Announce Type: cross Abstract: Adversarial training for LLMs is one of the most promising methods to reliably improve robustness against adversaries. However, despite significant p...
Related: #Large language models, #Distribution shift, #Training methodology, #AI safety and security -
🇺🇸 Efficient Semi-Supervised Adversarial Training via Latent Clustering-Based Data Reduction
[USA]
arXiv:2501.10466v3 Announce Type: replace-cross Abstract: Learning robust models under adversarial settings is widely recognized as requiring a considerably large number of training samples. Recent w...
Related: #Semi‑supervised learning, #Data efficiency, #Machine learning optimization