Mark Vero
11 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🤝 Dynamic Duo (11)
🤝
Dynamic Duo
(11)
⚡
Prolific Year · Productive
❓
The Questioner
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Application Areas
(8)
Core AI
(7)
Natural Language Processing
(3)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Security & Privacy
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(5)
adversarial attack
(3)
personal attribute inference
(2)
text anonymization
(2)
privacy inference
(2)
code completion
(1)
uncertainty quantification
(1)
model quantization
(1)
instruction tuning
(1)
synthetic data generation
(1)
model alignment
(1)
attribute recognition
(1)
projected gradient descent
(1)
adversarial learning
(1)
tabular data
(1)
fairness
(1)
vision-language model
(1)
privacy protection
(1)
privacy leakage
(1)
synthetic data
(1)
Papers
BaxBench: Can LLMs Generate Correct and Secure Backends?
ICML 2025
Black-Box Adversarial Attacks on LLM-Based Code Completion
ICML 2025
Language Models are Advanced Anonymizers
ICLR 2025
Mind the Gap: A Practical Attack on GGUF Quantization
ICML 2025
A Synthetic Dataset for Personal Attribute Inference
NeurIPS 2024
Beyond Memorization: Violating Privacy via Inference with Large Language Models
ICLR 2024
CuTS: Customizable Tabular Synthetic Data Generation
ICML 2024
Exploiting LLM Quantization
NeurIPS 2024
Instruction Tuning for Secure Code Generation
ICML 2024
Private Attribute Inference from Images with Vision-Language Models
NeurIPS 2024
TabLeak: Tabular Data Leakage in Federated Learning
ICML 2023