Tag
backdoor-attacks
Safeguard articles tagged "backdoor-attacks" — guides, analysis, and best practices for software supply chain and application security.
2 articles
AI Security
AI Data Poisoning Defense: Protecting Models from Tainted Data
You do not need to corrupt most of a training set to backdoor a model — recent research suggests a small, near-constant number of poisoned documents can be enough. Defense starts with treating data as a dependency.
Jul 4, 20265 min read
AI Security
How data poisoning attacks corrupt LLM behavior during tr...
A single expired domain and $60 can poison a training set. Here's how data poisoning attacks corrupt LLM behavior — and how Safeguard verifies training data before it ships.
Dec 16, 20257 min read