Posts tagged: data-poisoning
The Popularity Bias: A Case Study in LLM Epistemic Failure
A real case study of LLMs confidently asserting false answers on a deterministically verifiable question. How training data distribution bias produces authoritative-sounding wrong answers, and why this matters for information security.
Training Data Poisoning: The Invisible Cyber Threat Reshaping AI Security
Data poisoning shifts the attack surface from code exploitation to data supply chain corruption. A security engineer's breakdown of how adversaries weaponize training data, the real-world impact across critical sectors, and the defensive posture required to protect AI pipelines.