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David Lie — most-cited papers & profile · Cybersecurity
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David Lie
15
papers ·
0
citations ·
25
h-index
University of Toronto · The University of Texas at Arlington · Vector Institute
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Most-cited papers
Empirical Analysis of Evasion and Poisoning Against Malware Data Drift Detection
2026
GPUBreach: Privilege Escalation Attacks on GPUs using Rowhammer
2026
HMARK: Radioactive Multi-Bit Semantic-Latent Watermarking for Diffusion Models
2025
Breaking the illusion: Automated Reasoning of GDPR Consent Violations
2025
Unity 2.0: Secure and Durable Personal Cloud Storage
2017
vWitness: Certifying Web Page Interactions with Computer Vision
2020
On the Exploitability of Audio Machine Learning Pipelines to Surreptitious Adversarial Examples
2021
In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
2022
Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails
2023
Calpric: Inclusive and Fine-grain Labeling of Privacy Policies with Crowdsourcing and Active Learning
2024
Duumviri: Detecting Trackers and Mixed Trackers with a Breakage Detector
2024
LDPKiT: Superimposing Remote Queries for Privacy-Preserving Local Model Training
2024
Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models
2024
Top co-authors
Nicolas Papernot
· 3
Guozhen Ding
· 2
Gururaj Saileshwar
· 2
He Shuang
· 2
Kexin Li
· 2
Lianying Zhao
· 2
Wenjun Qiu
· 2
Aastha Mehta
· 1
Abhay Raman
· 1
Adam Dziedzic
· 1
Adelin Travers
· 1
Afshar Ganjali
· 1
Topics
cs.CR
cs.LG
Privacy
cs.HC
cs.CL
cs.CV
Cryptography
Anomaly Detection
Threat Intelligence
cs.SD