Mojtaba Nafez
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
out-of-distribution detection
(2)
contrastive learning
(1)
vision transformer
(1)
adversarial robustness
(1)
model security
(1)
anomaly detection
(1)
adversarial machine learning
(1)
adversarial training
(1)
novelty detection
(1)
distribution shift
(1)
backdoor detection
(1)
pseudo anomaly
(1)
unsupervised learning
(1)
trojan scanning
(1)
Papers
PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies
CVPR 2025
Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation
ICLR 2025
Scanning Trojaned Models Using Out-of-Distribution Samples
NIPS 2024
Universal Novelty Detection Through Adaptive Contrastive Learning
CVPR 2024