Decoding Deception: Understanding Automatic Speech Recognition Vulnerabilities in Evasion and Poisoning Attacks
Fuente:
arXiv
Saved in:
| Main Authors: | G, Aravindhan, Govindarajulu, Yuvaraj, Shah, Parin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing TinyML Security: Study of Adversarial Attack Transferability
by: Shah, Parin, et al.
Published: (2024)
by: Shah, Parin, et al.
Published: (2024)
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception
by: Khazanchi, Vidit, et al.
Published: (2024)
by: Khazanchi, Vidit, et al.
Published: (2024)
Exploiting Vulnerabilities in Speech Translation Systems through Targeted Adversarial Attacks
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Selective Masking Adversarial Attack on Automatic Speech Recognition Systems
by: Fang, Zheng, et al.
Published: (2025)
by: Fang, Zheng, et al.
Published: (2025)
Challenges in Ensuring AI Safety in DeepSeek-R1 Models: The Shortcomings of Reinforcement Learning Strategies
by: Parmar, Manojkumar, et al.
Published: (2025)
by: Parmar, Manojkumar, et al.
Published: (2025)
Mapping LLM Security Landscapes: A Comprehensive Stakeholder Risk Assessment Proposal
by: Pankajakshan, Rahul, et al.
Published: (2024)
by: Pankajakshan, Rahul, et al.
Published: (2024)
Breaking Audio Large Language Models by Attacking Only the Encoder: A Universal Targeted Latent-Space Audio Attack
by: Ziv, Roee, et al.
Published: (2025)
by: Ziv, Roee, et al.
Published: (2025)
Sirens' Whisper: Inaudible Near-Ultrasonic Jailbreaks of Speech-Driven LLMs
by: Ling, Zijian, et al.
Published: (2026)
by: Ling, Zijian, et al.
Published: (2026)
SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis
by: Staněk, Vojtěch, et al.
Published: (2025)
by: Staněk, Vojtěch, et al.
Published: (2025)
Smark: A Watermark for Text-to-Speech Diffusion Models via Discrete Wavelet Transform
by: Zhang, Yichuan, et al.
Published: (2025)
by: Zhang, Yichuan, et al.
Published: (2025)
SOLIDO: A Robust Watermarking Method for Speech Synthesis via Low-Rank Adaptation
by: Li, Yue, et al.
Published: (2025)
by: Li, Yue, et al.
Published: (2025)
Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
by: Ba, Zhongjie, et al.
Published: (2026)
by: Ba, Zhongjie, et al.
Published: (2026)
ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic Features
by: Cheng, Peng, et al.
Published: (2024)
by: Cheng, Peng, et al.
Published: (2024)
Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems
by: Fang, Zheng, et al.
Published: (2024)
by: Fang, Zheng, et al.
Published: (2024)
SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech Synthesis
by: Zhang, Zhisheng, et al.
Published: (2025)
by: Zhang, Zhisheng, et al.
Published: (2025)
Vulnerabilities in AI Code Generators: Exploring Targeted Data Poisoning Attacks
by: Cotroneo, Domenico, et al.
Published: (2023)
by: Cotroneo, Domenico, et al.
Published: (2023)
An Effective Energy Mask-based Adversarial Evasion Attacks against Misclassification in Speaker Recognition Systems
by: Park, Chanwoo, et al.
Published: (2026)
by: Park, Chanwoo, et al.
Published: (2026)
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
by: Peng, Zifan, et al.
Published: (2025)
by: Peng, Zifan, et al.
Published: (2025)
Protecting Your Voice: Temporal-aware Robust Watermarking
by: Li, Yue, et al.
Published: (2025)
by: Li, Yue, et al.
Published: (2025)
Measuring the Robustness of Audio Deepfake Detectors
by: Li, Xiang, et al.
Published: (2025)
by: Li, Xiang, et al.
Published: (2025)
Proactive Detection of Voice Cloning with Localized Watermarking
by: Roman, Robin San, et al.
Published: (2024)
by: Roman, Robin San, et al.
Published: (2024)
Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection
by: Chen, Meng, et al.
Published: (2026)
by: Chen, Meng, et al.
Published: (2026)
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
by: Zhang, Zhisheng, et al.
Published: (2025)
by: Zhang, Zhisheng, et al.
Published: (2025)
Adversarial Attacks and Defenses for Speech Recognition Systems
by: Żelasko, Piotr, et al.
Published: (2021)
by: Żelasko, Piotr, et al.
Published: (2021)
Vulnerabilities of Audio-Based Biometric Authentication Systems Against Deepfake Speech Synthesis
by: Hong, Mengze, et al.
Published: (2026)
by: Hong, Mengze, et al.
Published: (2026)
Hierarchical Graph Neural Network for Compressed Speech Steganalysis
by: Hemis, Mustapha, et al.
Published: (2025)
by: Hemis, Mustapha, et al.
Published: (2025)
Anonymizing Speech: Evaluating and Designing Speaker Anonymization Techniques
by: Champion, Pierre
Published: (2023)
by: Champion, Pierre
Published: (2023)
DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification
by: Kang, Mintong, et al.
Published: (2023)
by: Kang, Mintong, et al.
Published: (2023)
EaTVul: ChatGPT-based Evasion Attack Against Software Vulnerability Detection
by: Liu, Shigang, et al.
Published: (2024)
by: Liu, Shigang, et al.
Published: (2024)
AdvWave: Stealthy Adversarial Jailbreak Attack against Large Audio-Language Models
by: Kang, Mintong, et al.
Published: (2024)
by: Kang, Mintong, et al.
Published: (2024)
Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning
by: Domico, Kyle, et al.
Published: (2025)
by: Domico, Kyle, et al.
Published: (2025)
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems
by: Jin, Weifei, et al.
Published: (2025)
by: Jin, Weifei, et al.
Published: (2025)
SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors
by: Najt, Elle, et al.
Published: (2026)
by: Najt, Elle, et al.
Published: (2026)
Poison Once, Exploit Forever: Environment-Injected Memory Poisoning Attacks on Web Agents
by: Zou, Wei, et al.
Published: (2026)
by: Zou, Wei, et al.
Published: (2026)
FIDELIS: Blockchain-Enabled Protection Against Poisoning Attacks in Federated Learning
by: Carney, Jane, et al.
Published: (2025)
by: Carney, Jane, et al.
Published: (2025)
Syntax- and Compilation-Preserving Evasion of LLM Vulnerability Detectors
by: Sun, Luze, et al.
Published: (2026)
by: Sun, Luze, et al.
Published: (2026)
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs
by: Yifeng, Peng, et al.
Published: (2025)
by: Yifeng, Peng, et al.
Published: (2025)
Synthetic Voices, Real Threats: Evaluating Large Text-to-Speech Models in Generating Harmful Audio
by: Chen, Guangke, et al.
Published: (2025)
by: Chen, Guangke, et al.
Published: (2025)
LoopTrap: Termination Poisoning Attacks on LLM Agents
by: Xu, Huiyu, et al.
Published: (2026)
by: Xu, Huiyu, et al.
Published: (2026)
Hidden in Plain Sound: Environmental Backdoor Poisoning Attacks on Whisper, and Mitigations
by: Bartolini, Jonatan, et al.
Published: (2024)
by: Bartolini, Jonatan, et al.
Published: (2024)
Similar Items
-
Enhancing TinyML Security: Study of Adversarial Attack Transferability
by: Shah, Parin, et al.
Published: (2024) -
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception
by: Khazanchi, Vidit, et al.
Published: (2024) -
Exploiting Vulnerabilities in Speech Translation Systems through Targeted Adversarial Attacks
by: Liu, Chang, et al.
Published: (2025) -
Selective Masking Adversarial Attack on Automatic Speech Recognition Systems
by: Fang, Zheng, et al.
Published: (2025) -
Challenges in Ensuring AI Safety in DeepSeek-R1 Models: The Shortcomings of Reinforcement Learning Strategies
by: Parmar, Manojkumar, et al.
Published: (2025)