Audio Adversarial Examples: Targeted Attacks on Speech-to-Text · HackerPapers discussions

Audio Adversarial Examples: Targeted Attacks on Speech-to-Text — mentioned by dijksterhuis

Mon, 08 Jan 2024 20:58:03 GMT

Decent write up :+1: Recommend reading on the topic - Biggio & Rolia "Wild Patterns" review paper for the thorough security perspective (and historical accuracy cough): https://arxiv.org/pdf/1712.03141.pdf - Carlini & Wagner attack a.k.a. the gold standard of adversarial machine learning research papers: https://arxiv.org/abs/1608.04644 - Carlini & Wagner speech-to-text attack (attacks can be re-used across multiple domains): https://arxiv.org/pdf/1801.01944.pdf - Barreno et al "Can Machine Learning Be Secure?" https://people.eecs.berkeley.edu/~tygar/papers/Machine_Learn... Some videos [0]…

Paper and discussion history. A mention is not an endorsement.

Audio Adversarial Examples: Targeted Attacks on Speech-to-Text — HN submission

Wed, 24 Jan 2018 04:44:15 GMT

Audio Adversarial Examples: Targeted Attacks on Speech-To-Text

64 points; 17 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Audio Adversarial Examples: Targeted Attacks on Speech-to-Text — HN submission

Sat, 13 Jan 2018 00:02:39 GMT

Targeted Attacks on Speech-to-Text [pdf]

4 points; 1 discussion reply on HN. Paper and source history. A submission is not an endorsement.

Audio Adversarial Examples: Targeted Attacks on Speech-to-Text — HN submission

Thu, 11 Jan 2018 08:47:45 GMT

Audio Adversarial Examples: Targeted Attacks on Speech-To-Text

3 points; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.