Deniz Koyuncu

Exploiting Missing Data Remediation Strategies Using Adversarial Missingness Attacks

2026 · Proceedings of the AAAI Conference on Artificial Intelligence

Adversarial Missingness (AM) attacks aim to manipulate model fitting by carefully engineering a missing data problem to achieve a specific malicious objective. AM attacks are significantly different from prior data poisoning attacks in that no …