Attacks Beyond Vision
Goran P. Trajkovski · Apress eBooks · 2026
Modern artificial intelligence (AI) systems process diverse data modalities, including audio, text, time-series, and sensor data. While Chapter 2 focused on image-based attacks, real-world AI deployments increasingly involve multimodal systems that combine multiple input types. Voice assistants process both speech and text; autonomous vehicles fuse camera, lidar, and radar data; and financial systems analyze market feeds alongside news sentiment.