Yigitcan Kaya
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
adversarial attack
(4)
federated learning
(2)
image classification
(1)
certified robustness
(1)
data poisoning
(1)
data augmentation
(1)
adversarial training
(1)
deep neural network
(1)
neural network optimization
(1)
early exit
(1)
distribution matching
(1)
static analysis
(1)
malware detection
(1)
backdoor attack
(1)
neural architecture search
(1)
adversarial learning
(1)
adversarial defense
(1)
poisoning attack
(1)
evasion attack
(1)
model compression
(1)
Papers
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models
NAACL 2025
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
ICLR 2024
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds
ICLR 2024
Generating Distributional Adversarial Examples to Evade Statistical Detectors
ICML 2022
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
ICLR 2021
Qu-ANTI-zation: Exploiting Quantization Artifacts for Achieving Adversarial Outcomes
NeurIPS 2021
When Does Data Augmentation Help With Membership Inference Attacks?
ICML 2021
How to 0wn the NAS in Your Spare Time
ICLR 2020
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
ICML 2019