Matthew Yudin

According to our database, Matthew Yudin authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Trojan Detection Through Pattern Recognition for Large Language Models.

Vedant Bhasin, Matthew Yudin, Razvan Stefanescu, Rauf Izmailov

CoRR, January, 2025

2024

Backdoor Attacks During Retraining of Machine Learning Models: A Mitigation Approach.

Matthew Yudin, Achyut Reddy, Sridhar Venkatesan, Rauf Izmailov

Proceedings of the 21st International Conference on Security and Cryptography, 2024

Exposing Vulnerabilities in PDF Malware Detectors to Evasion Attacks.

Matthew Yudin, Yingbo Song, Constantin Serban, Ritu Chadha

Proceedings of the IEEE Military Communications Conference, 2024

DBMAP: Detecting Backdoors via Modality-Agnostic Perturbations.

Matthew Yudin, Rauf Izmailov

Proceedings of the IEEE Military Communications Conference, 2024

2023

DUBIOUS: Detecting Unknown Backdoored Input by Observing Unusual Signatures.

Matthew Yudin, Rauf Izmailov

Proceedings of the IEEE Military Communications Conference, 2023

Data-Driven Constraint Mining for Realizable Adversarial Samples.

Bleema Rosenfeld, Sridhar Venkatesan, Rauf Izmailov, Matthew Yudin, Constantin Serban, Ritu Chadha

Proceedings of the IEEE Military Communications Conference, 2023