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Martin Vechev — most-cited papers & profile · AI Agents
← authors
·
overview
Martin Vechev
33
papers ·
105
citations ·
0
h-index
ETH Zurich
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
LAMP: Extracting Text from Gradients with Language Model Priors
2022 · 21 citations
Data Leakage in Federated Averaging
2022 · 15 citations
Online Robustness Training for Deep Reinforcement Learning
2019 · 12 citations
Bayesian Framework for Gradient Leakage
2021 · 10 citations
Prompting Is Programming: A Query Language for Large Language Models
2022 · 8 citations
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
2024 · 5 citations
Scalable Certified Segmentation via Randomized Smoothing
2021 · 4 citations
On Distribution Shift in Learning-based Bug Detectors
2022 · 4 citations
DAGER: Exact Gradient Inversion for Large Language Models
2024 · 4 citations
Learning a Static Analyzer from Data
2016 · 3 citations
Instruction Tuning for Secure Code Generation
2024 · 3 citations
Instruction Tuning for Secure Code Generation
2024 · 3 citations
DeepCode AI Fix: Fixing Security Vulnerabilities with Large Language Models
2024 · 3 citations
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
2024 · 3 citations
TabLeak: Tabular Data Leakage in Federated Learning
2022 · 2 citations
Top co-authors
Mark M\"uller
· 1
Niels M\"undler
· 1
Thibaud Gloaguen
· 1
Veselin Raychev
· 1
Topics
Software Engineering
Federated Learning
Code Generation
Code Models
Testing
Bug Detection
Privacy
Program Repair
Vulnerability Detection
Adversarial ML