3 papers
cs.SD2025
Audio Physical Dynamics Inspired Deepfake Detection for Voice Authentication Systems
Alireza Mohammadi, Keshav Sood, Dhananjay Thiruvady +1
Voice authentication systems deployed at the network edge face dual threats: a) sophisticated deepfake synthesis attacks and b) control-plane poisoning in distributed federated lea…
cs.CR2025
Mitigating Backdoor Triggered and Targeted Data Poisoning Attacks in Voice Authentication Systems
Alireza Mohammadi, Keshav Sood, Dhananjay Thiruvady +1
Voice authentication systems remain susceptible to two major threats: backdoor triggered attacks and targeted data poisoning attacks. This dual vulnerability is critical because co…
cs.CR2024
Securing Voice Authentication Applications Against Targeted Data Poisoning
Alireza Mohammadi, Keshav Sood, Asef Nazari +1
Deep neural network-based voice authentication systems are promising biometric verification techniques that uniquely identify biological characteristics to verify a user. However,…