Data-Driven Constraint Mining for Realizable Adversarial Samples. - Bleema Rosenfeld; Sridhar Venkatesan; Rauf Izmailov; Matthew Yudin; Constantin Serban; Ritu Chadha (MILCOM, 2023)

DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures. - Matthew Yudin; Rauf Izmailov (MILCOM, 2023)

DBMAP: Detecting Backdoors via Modality-Agnostic Perturbations. - Matthew Yudin; Rauf Izmailov (MILCOM, 2024)

Exposing Vulnerabilities in PDF Malware Detectors to Evasion Attacks. - Matthew Yudin; Yingbo Song; Constantin Serban; Ritu Chadha (MILCOM, 2024)

Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach. - Matthew Yudin; Achyut Reddy; Sridhar Venkatesan; Rauf Izmailov (SECRYPT, 2024)

Trojan Detection Through Pattern Recognition for Large Language Models. - Vedant Bhasin; Matthew Yudin; Razvan Stefanescu; Rauf Izmailov (CoRR, 2025)