The famous paper on prompt-specific attacks by Shan et al., Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models .
If seeking the biographical and cultural study of the legendary punk band, there is a published book by music historian John Scanlan.
240 pages including extensive research, rare photographs, and citations. Poison In The Machine
For a broad look at the math and mechanics behind these attacks, read the ACM survey A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning Systems.
It is also analyzed in research examining early 1980s music scenes, such as the open-access paper on UK82 and Punk Zines . 3. Did You Mean "Data Poisoning" in Machine Learning? The famous paper on prompt-specific attacks by Shan et al
This book takes a detailed look at the band's manager, Malcolm McLaren, and his vision for the band. It explores his plan to destabilize the music industry from the inside out—acting literally as a "poison in the machine".
Because the exact phrase most famously refers to a specific music book and a legendary punk rock concept, the correct resources depend on which subject is intended. 1. The Book: Sex Pistols: Poison in the Machine For a broad look at the math and
If the query was actually regarding a on computer science or artificial intelligence (where an attacker "poisons" an AI model), that is referred to as Data Poisoning or Poisoning Attacks Against Machine Learning . Several landmark papers on this include:
