Vitaly Shmatikov
12 papers · 2012–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(9)
Application Areas
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
federated learning
(1)
differential privacy
(1)
adversarial learning
(1)
text generation
(1)
text reconstruction
(1)
bias detection
(1)
document retrieval
(1)
distribution inference
(1)
secure aggregation
(1)
semantic similarity
(1)
backdoor attack
(1)
adversarial attack
(1)
language model
(1)
gradient clipping
(1)
latent space
(1)
zero-shot transfer
(1)
privacy protection
(1)
privacy leakage
(1)
model poisoning
(1)
privacy-preserving machine learning
(1)
Papers
Adversarial Decoding: Generating Readable Documents for Adversarial Objectives
EACL 2026
Extracting Prompts by Inverting LLM Outputs
EMNLP 2024
Language Model Inversion
ICLR 2024
Text Embeddings Reveal (Almost) As Much As Text
EMNLP 2023
Adversarial Semantic Collisions
EMNLP 2020
De-Anonymizing Text by Fingerprinting Language Generation
NeurIPS 2020
How To Backdoor Federated Learning
AISTATS 2020
Overlearning Reveals Sensitive Attributes
ICLR 2020
Differential Privacy Has Disparate Impact on Model Accuracy
NeurIPS 2019
Earp: Principled Storage, Sharing, and Protection for Mobile Apps
NSDI 2016
πBox: A Platform for Privacy-Preserving Apps
NSDI 2013
Eternal Sunshine of the Spotless Machine: Protecting Privacy with Ephemeral Channels
OSDI 2012