Toward Patch Robustness Certification and Detection for Deep Learning Systems Beyond Consistent Samples

Documenti analoghi

• CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models
  di: Zhou, Qilin, et al.
  Pubblicazione: (2024)
• Scalable and Precise Patch Robustness Certification for Deep Learning Models with Top-k Predictions
  di: Zhou, Qilin, et al.
  Pubblicazione: (2025)
• Mono: Is Your "Clean" Vulnerability Dataset Really Solvable? Exposing and Trapping Undecidable Patches and Beyond
  di: Gao, Zeyu, et al.
  Pubblicazione: (2025)
• Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models
  di: Wang, Haipeng, et al.
  Pubblicazione: (2024)
• A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models
  di: Wei, Zhengyuan, et al.
  Pubblicazione: (2024)