3 papers
cs.CR2025
Exploiting AI for Attacks: On the Interplay between Adversarial AI and Offensive AI
Saskia Laura Schröer, Luca Pajola, Alberto Castagnaro +2
As Artificial Intelligence (AI) continues to evolve, it has transitioned from a research-focused discipline to a widely adopted technology, enabling intelligent solutions across va…
cs.CR2024
Work-in-Progress: Crash Course: Can (Under Attack) Autonomous Driving Beat Human Drivers?
Francesco Marchiori, Alessandro Brighente, Mauro Conti
Autonomous driving is a research direction that has gained enormous traction in the last few years thanks to advancements in Artificial Intelligence (AI). Depending on the level of…
cs.CV2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification
Gorka Abad, Jing Xu, Stefanos Koffas +3
Deep learning achieves outstanding results in many machine learning tasks. Nevertheless, it is vulnerable to backdoor attacks that modify the training set to embed a secret functio…