Florian Kerschbaum
5 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
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Research topics
Keywords
differential privacy
(1)
image classification
(1)
model extraction attack
(1)
model fingerprinting
(1)
data poisoning
(1)
transfer learning
(1)
backdoor attack
(1)
adversarial attack
(1)
deep neural network
(1)
trigger generation
(1)
privacy protection
(1)
word embedding
(1)
multi-party computation
(1)
model stealing
(1)
optimization problem
(1)
text anonymization
(1)
transformer-based language model
(1)
adaptive attack
(1)
network intrusion detection
(1)
watermark robustness
(1)
Papers
Over-Threshold Multiparty Private Set Intersection for Collaborative Network Intrusion Detection
NSDI 2026
Leveraging Optimization for Adaptive Attacks on Image Watermarks
ICLR 2024
Universal Backdoor Attacks
ICLR 2024
The Limits of Word Level Differential Privacy
NAACL 2022
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples
ICLR 2021