Robuta

https://hiddenlayer.com/innovation-hub/understanding-ai-data-poisoning/
Nov 14, 2024 - AI data poisoning refers to an attack where harmful or deceptive data is mixed into the dataset used to train a machine learning model.
data poisoningunderstandingai
https://ourworldindata.org/grapher/death-rate-from-poisoning?tab=chart&country=PNG
Annual number of deaths from poisoning per 100,000 individuals.
death rateour worldpoisoningdata
https://www.crowdstrike.com/en-us/cybersecurity-101/cyberattacks/data-poisoning/
Data poisoning is a type of cyberattack in which an adversary intentionally compromises a training dataset used to manipulate the operation of an AI model.
what isdata poisoningcrowdstrike
https://openreview.net/forum?id=iF4MLcnF2u&referrer=%5Bthe%20profile%20of%20Avinandan%20Bose%5D(%2Fprofile%3Fid%3D~Avinandan_Bose1)
The rise of foundation models fine-tuned on human feedback from potentially untrusted users has increased the risk of adversarial data poisoning, necessitating...
keeping up withdynamicattackersrobustnessadaptive
https://arxiv.org/abs/2509.23041
Abstract page for arXiv paper 2509.23041: Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
virus infectionattackllmspoisoning
https://ourworldindata.org/grapher/death-rate-from-poisoning-gbd?tab=chart&country=GEO
Annual number of deaths from poisoning per 100,000 individuals.
death rateour worldpoisoningdata
https://www.cdc.gov/lead-prevention/php/data/blood-lead-surveillance.html
Review the data collection methods by CDC's Childhood Lead Poisoning Prevention Program.
databloodleadsurveillancechildhood
https://www.bigcitieshealth.org/bchi-2025-updates/
Oct 27, 2025 - New data and metrics on BCHC's city data dashboard illuminate important trends in childhood blood lead levels, as well as health-related indicators such...
health dataon leadbroadband accessfreshinsights