src_fb50be84b835134c75
- Source-provided label
- Not reported
- Evidence class
- mentioned in report
- Confidence
- Not reported
- Observed
- Oct 07, 2026 04:00 UTC
- Retrieved
- Oct 08, 2026 03:43 UTC
ATLAS-AL: Adaptive Trust-Region for Latent Adversarial Searches via Active Learning
arXiv:2610.07323v1 Announce Type: cross Abstract: Security evaluation of learning-based systems requires more than just testing the system against a fixed collection of attacks. It requires adaptive mechanisms that can efficiently discover \textit{sets} of inputs that induce model failure. We introduce ATLAS (Adaptive Trust-Regions for Latent Adversarial Searches), which is a query-based framework
Reference details
- Source category
- Research & news
- Report title
ATLAS-AL: Adaptive Trust-Region for Latent Adversarial Searches via Active Learning- First reported
- Oct 07, 2026 04:00 UTC
- Last reported
- Oct 07, 2026 04:00 UTC
- Catalog updated
- Oct 08, 2026 03:43 UTC
- Record ID
c4063a9a400608327fb0680abfbe598d0b32ee7cf7081804d9f7c9c3b3448a92
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