From the 3 of 18 linked papers with an AI index.
18 papers
Large Audio Language Models for Spoofing-Aware Speaker Verification
Sofya Savelyeva, Mariia Perunova, Evgeny Kushnir +3
The paper investigates the use of large audio language models for spoofing‑aware speaker verification, evaluating zero‑shot, supervised, reasoning‑oriented, and reinforcement‑learn…
LLM-Guided Program Evolution for Targeted Black-Box Attacks on Perceptual Hash Algorithms
A. Krylov, D. Rakhov, V. Veselova +2
The paper presents an evolutionary program synthesis framework, guided by large language models, to generate targeted black‑box attacks against perceptual hash algorithms, achievin…
Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning
Artem Dvirniak, Evgeny Kushnir, Dmitrii Tarasov +5
The paper introduces HIR‑SDD, a speech deepfake detection framework that leverages large audio language models and chain‑of‑thought reasoning from a human‑annotated dataset to impr…
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
Kirill Borodin, Vasiliy Kudryavtsev, Dmitrii Korzh +4
Automatic Speaker Verification (ASV) systems, which identify speakers based on their voice characteristics, have numerous applications, such as user authentication in financial tra…
Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs
Nikita Afonin, Nikita Andriianov, Vahagn Hovhannisyan +9
Recent work has shown that narrow finetuning can produce broadly misaligned LLMs, a phenomenon termed emergent misalignment (EM). While concerning, these findings were limited to f…
LLM-Guided Prompt Evolution for Password Guessing
Vladimir A. Mazin, Mikhail A. Zorin, Dmitrii S. Korzh +3
Passwords still remain a dominant authentication method, yet their security is routinely subverted by predictable user choices and large-scale credential leaks. Automated password…