← Authors

Nikola Jovanović

10 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (3) 🤝 Dynamic Duo (10) 💎 Century Club (10) ⚡ Prolific Year (5) ❓ The Questioner

Conferences

ICML (5) ICLR (4) NIPS (1)

Top co-authors

Martin Vechev (10) Robin Staab (4) Mislav Balunovic (3) Dimitar Iliev Dimitrov (2) Maximilian Baader (2) Thibaud Gloaguen (2) Jingxuan He (1) Mark Niklas Mueller (1) Victor Chibotaru (1) Niels Mündler (1)

Research topics

Privacy (1)

Keywords

federated learning (1) privacy attack (1) text reconstruction (1) language model (1) fair representation learning (1) gradient inversion attack (1) finite sample bound (1) gradient leakage (1) fairness certificate (1) downstream classifier (1) unfairness bound (1) encoder restriction (1)

Papers

Black-Box Detection of Language Model Watermarks ICLR 2025
BaxBench: Can LLMs Generate Correct and Secure Backends? ICML 2025
Ward: Provable RAG Dataset Inference via LLM Watermarks ICLR 2025
Discovering Spoofing Attempts on Language Model Watermarks ICML 2025
MathConstruct: Challenging LLM Reasoning with Constructive Proofs ICML 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
LAMP: Extracting Text from Gradients with Language Model Priors NIPS 2022
Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound ICLR 2022