computer-vision

Computer vision covers the methods and tools that enable machines to interpret images and video, from object detection and segmentation to scene understanding. Practitioners work on model architectures, data pipelines, and deployment across domains including autonomous systems, surveillance, and medical imaging. A growing focus involves adversarial robustness, where physical-world perturbations reveal the gap between lab performance and reliable operation in the field.

A person in an adversarial-patterned t-shirt walks a surveillance corridor while a thermal camera overlay fails to detect a h

adversarial-ai, prompt-injection, agentic-ai, computer-vision, ai-security

The War Where You Are the Target

From t-shirts that defeat thermal cameras to instructions injected into tool outputs, adversarial AI attacks now run directly through human bodies and input channels, undermining the assumption that humans permanently control the upstream position.