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Sanghyun Hong — most-cited papers & profile · Cybersecurity
← authors
·
overview
Sanghyun Hong
16
papers ·
165
citations ·
13
h-index
Oregon State University · University of Canterbury
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Most-cited papers
On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping
2020 · 70 citations
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks
2018 · 55 citations
Handcrafted Backdoors in Deep Neural Networks
2021 · 20 citations
Summoning Demons: The Pursuit of Exploitable Bugs in Machine Learning
2017 · 7 citations
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
2024 · 1 citations
MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation
2025
Publishing Efficient On-device Models Increases Adversarial Vulnerability
2022
Certified Robustness to Clean-Label Poisoning Using Diffusion Denoising
2024
Top co-authors
Nicholas Carlini
· 4
Alexey Kurakin
· 3
Tudor Dumitra\c{s
· 3
Andrew Ruef
· 1
Christopher Kruegel
· 1
Dana Dachman-Soled
· 1
Eunjin Roh
· 1
Giovanni Vigna
· 1
Ian Rackow
· 1
Jonas Geiping
· 1
Kevin Kulda
· 1
Leo Marchyok
· 1
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Network Security
LLM Security
Privacy
Malware Detection
Anomaly Detection