Scholar
Yigitcan Kaya
Google Scholar ID: tPiXuV0AAAAJ
Postdoc at UC Santa Barbara
Adversarial Machine Learning
Deep Learning
Security of Machine Learning
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Citations & Impact
All-time
Citations
1,718
H-index
11
i10-index
11
Publications
20
Co-authors
16
list available
Publications
8 items
SelfOp: An Optimization Algorithm for Self-Improving Security Agents
2026
Cited
0
From Documentation to Zero-day Vulnerabilities: LLM-Driven Fuzzing of JavaScript Engines in PDF Readers
2026
Cited
0
MalwarePT: A Binary-Level Foundation Model for Malware Analysis
2026
Cited
0
When AI Meets the Web: Prompt Injection Risks in Third-Party AI Chatbot Plugins
2025
Cited
0
MADCAT: Combating Malware Detection Under Concept Drift with Test-Time Adaptation
2025
Cited
0
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
International Conference on Learning Representations · 2025
Cited
0
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models
2025
Cited
0
ML-Based Behavioral Malware Detection Is Far From a Solved Problem
2024
Cited
1
Co-authors
13 total
Sanghyun Hong
Assistant Professor of Computer Science, Oregon State University
Octavian Suciu
Google Research
Hal Daumé III
Associate Professor of Computer Science, University of Maryland
Dana Dachman-Soled
Associate Professor, Department of Electrical and Computer Engineering, University of Maryland
Michael S. Davinroy
PhD Student, Northeastern University
Nicolas Papernot
University of Toronto and Vector Institute
Varun Chandrasekaran
University of Illinois Urbana-Champaign
David Wagner
Professor of Computer Science, UC Berkeley
