Paresh Saxena

LITE-RATE: LIghtweight TransformEr-Based Real-Time Defense Framework for Adversarial USB Keystroke Injection ATtack DEtection

Universal serial bus (USB) human interface devices remain vulnerable to adversarial keystroke injection attacks because host systems implicitly trust connected peripherals. Recent poisoning and evasion attacks further reduce detection reliability by mimicking benign human typing patterns, creating overlapping benign an...