shehzeen / waveguard_defense
This is the codebase for defense framework described in USENIX '21 paper "WaveGuard: Understanding and Mitigating Audio Adversarial Examples"
☆17Updated 3 years ago
Alternatives and similar repositories for waveguard_defense:
Users that are interested in waveguard_defense are comparing it to the libraries listed below
- Robust Audio Adversarial Example for a Physical Attack☆62Updated 5 years ago
- ☆36Updated 5 years ago
- Universal Adversarial Audio Perturbations☆17Updated 4 years ago
- Repo for papers to read on adversarial attack and defense techniques in the audio domain.☆35Updated 4 years ago
- ICLR 2019 Paper, "Characterizing Audio Adversarial Examples using Temporal Dependency".☆11Updated 5 years ago
- a Pytorch library for security research on speaker recognition, released in "Towards Understanding and Mitigating Audio Adversarial Examp…☆37Updated 2 months ago
- Defending against Adversarial Audio via Diffusion Model (ICLR 2023)☆27Updated last year
- Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)☆103Updated 2 years ago
- An adversarial example library for constructing attacks, building defenses, and benchmarking both☆27Updated 5 years ago
- Targeted Adversarial Examples for Black Box Audio Systems☆69Updated 4 years ago
- Adversarial attack and defense strategies for deep speaker recognition systems☆40Updated 3 years ago
- ICASSP 2021 accepted paper☆19Updated 3 years ago
- Source Code for 'SECurity evaluation platform FOR Speaker Recognition' released in 'Defending against Audio Adversarial Examples on Speak…☆26Updated last year
- A curated list of awesome audio adversarial examples papers(with code & demo if available).☆31Updated 4 years ago
- Repository for the source code and adversarial samples of FoolHD☆18Updated 3 years ago
- This is the implementation of the paper "Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification".☆43Updated last year
- Implementation of Adversarial Attacks on GMM i-vector based Speaker Verification Systems (ICASSP2020) https://arxiv.org/abs/1911.03078☆33Updated 4 years ago
- ☆12Updated 4 years ago
- Adversarial Attacks☆21Updated 3 years ago
- Devil-Whisper-Attack☆32Updated 4 years ago
- Adversarial Attacks☆55Updated 5 years ago
- ☆17Updated 4 months ago
- Targeted Adversarial Examples on Speech-to-Text systems☆295Updated 2 years ago
- Baseline Recipe for VoicePrivacy Challenge 2020: https://www.voiceprivacychallenge.org/vp2020/docs/VoicePrivacy_2020_Eval_Plan_v1_3.pdf☆59Updated last year
- ☆35Updated 4 years ago
- The source code of "Audio steganalysis with Improved CNN"☆13Updated 5 years ago
- JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).☆57Updated 2 years ago
- Privacy-preserving Voice Analysis via Disentangled Representations☆10Updated 3 years ago
- Spoofing Speaker Verification Systems with Multi-speaker Text-to-speech Synthesis☆11Updated 2 years ago
- The official implementation of the paper "Defending Your Voice: Adversarial Attack on Voice Conversion".☆45Updated 8 months ago