Nikola Jovanović
10 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🌍 Conference Polyglot · Bronze 🤝 Dynamic Duo (10) 🗃️ Keyword Collector (53)
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(9)
Core AI
(8)
Application Areas
(5)
Optimization & Theory
(4)
Natural Language Processing
(3)
Resources & Methods
(3)
Deep Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Security & Privacy
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Privacy
(1)
Keywords
large language model
(2)
statistical test
(2)
federated learning
(2)
adversarial learning
(1)
branch and bound
(1)
convex relaxation
(1)
llm evaluation
(1)
data privacy
(1)
language model
(1)
neural network verification
(1)
gradient attack
(1)
watermark detection
(1)
retrieval-augmented generation
(1)
spoofing attack
(1)
text provenance
(1)
secure aggregation
(1)
fair representation learning
(1)
gradient inversion attack
(1)
learning-based method
(1)
text reconstruction
(1)
Papers
BaxBench: Can LLMs Generate Correct and Secure Backends?
ICML 2025
Black-Box Detection of Language Model Watermarks
ICLR 2025
Discovering Spoofing Attempts on Language Model Watermarks
ICML 2025
MathConstruct: Challenging LLM Reasoning with Constructive Proofs
ICML 2025
Ward: Provable RAG Dataset Inference via LLM Watermarks
ICLR 2025
Hiding in Plain Sight: Disguising Data Stealing Attacks in Federated Learning
ICLR 2024
Watermark Stealing in Large Language Models
ICML 2024
FARE: Provably Fair Representation Learning with Practical Certificates
ICML 2023
Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound
ICLR 2022
LAMP: Extracting Text from Gradients with Language Model Priors
NeurIPS 2022