Amit Giloni
8 papers · 2024–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Top co-authors
Research topics
Keywords
object detection
(3)
adversarial robustness
(2)
few-shot learning
(1)
anomaly detection
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
ai-generated content
(1)
explainable ai
(1)
adversarial training
(1)
saliency map
(1)
adversarial attack
(1)
generative model
(1)
diffusion model
(1)
temporal coherence
(1)
adversarial patch attack
(1)
manifold analysis
(1)
image detection
(1)
adversarial patch
(1)
counterfactual analysis
(1)
training-free detection
(1)
Papers
AntiStyler: Defending Object Detection Models Against Adversarial Patch Attacks Using Style Removal
CVPR 2026
Training-free Detection of Text-to-video Generations via Over-coherence
WACV 2026
CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows
EMNLP 2025
DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
WACV 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
AAAI 2025
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images
ICLR 2025
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
ECCV 2024
MONTAGE: Monitoring Training for Attribution of Generative Diffusion Models
ECCV 2024