THE VIDEO SHELF · adversarial audio poisoning
The Art Of Poison-Pilling Music Files
Musician Benn Jordan explains and demonstrates adversarial noise that poison-pills music files against AI training and scraping.
Why HN readers recommended it
HN points to it in AI music and data-poisoning threads as the source for this technique.
This is a summary from the source dataset, not an endorsement by Hacker News or the video creator.
Video & recommendation details
- Creator / channel
- Benn Jordan
- Topic
- adversarial audio poisoning
- Format
- explainer
- Level
- intermediate
- HN recommenders in dataset
- 2
- HN mentions in dataset
- 5
- Recommendation years in dataset
- 2025–2026
These counts and years describe the included Hacker News records; they are not YouTube views or the video’s publication date.
From the original HN conversations
Excerpts from the recorded comments. Follow each source for the full comment and surrounding discussion.
I would encourage you guys to watch his video before going down the argument of saying that there's no money in music creation. There's also just enjoyment in the act of creation and even if you're doing it for free, why should GenAI companies then …
pogue on Hacker News · 2025-04
In Benn Jordan's AI poison pill and the weird world of adversarial noiseRelated: Benn Jordon shows how to poison pill AI harvesting music for training The Art Of Poison-Pilling Music Files [VIDEO]
wutwutwat on Hacker News · 2026-05
In Voice AI Systems Are Vulnerable to Hidden Audio Attacks
Summaries, classifications and recommendation records are from the HackerTube source dataset. Read about this library and its limitations.