Nils Lukas
9 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Trend Setter
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Research topics
Keywords
adaptive attack
(2)
robustness
(2)
adversarial attack
(2)
model security
(1)
transfer learning
(1)
adversarial defense
(1)
data poisoning
(1)
optimization
(1)
backdoor attack
(1)
perceptual quality
(1)
diffusion model
(1)
deep neural network
(1)
visual reasoning
(1)
latent space
(1)
model fingerprinting
(1)
trigger generation
(1)
jailbreak attack
(1)
view synthesis
(1)
model stealing
(1)
model extraction attack
(1)
Papers
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning
ACL 2026
RAVEN: Erasing Invisible Watermarks via Novel View Synthesis
CVPR 2026
SD-E2: Semantic Exploration for Reasoning Under Token Budgets
EACL 2026
Cowpox: Towards the Immunity of VLM-based Multi-Agent Systems
ICML 2025
Optimizing Adaptive Attacks against Watermarks for Language Models
ICML 2025
SPIRIT: Patching Speech Language Models against Jailbreak Attacks
EMNLP 2025
Leveraging Optimization for Adaptive Attacks on Image Watermarks
ICLR 2024
Universal Backdoor Attacks
ICLR 2024
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
ICLR 2021