Concept
International security
Related publications (87)
When Your AI Becomes a Target: AI Security Incidents and Best Practices
Alexandre Massoud Alahi, Kathrin Grosse
In contrast to vast academic efforts to study AI security, few real-world reports of AI security incidents exist. Released incidents prevent a thorough investigation of the attackers' motives, as crucial information about the company and AI application is ...
AAAI Press2024Manipulating Trajectory Prediction with Backdoors
Alexandre Massoud Alahi, Kaouther Messaoud Ben Amor, Kathrin Grosse
Autonomous vehicles ought to predict the surrounding agents' trajectories to allow safe maneuvers in uncertain and complex traffic situations. As companies increasingly apply trajectory prediction in the real world, security becomes a relevant concern. In ...
arXiv2023On the (In)security of Peer-to-Peer Decentralized Machine Learning
Carmela González Troncoso, Mathilde Aliénor Raynal, Dario Pasquini
In this work, we carry out the first, in-depth, privacy analysis of Decentralized Learning-a collaborative machine learning framework aimed at addressing the main limitations of federated learning. We introduce a suite of novel attacks for both passive and ...
IEEE COMPUTER SOC2023Effective know-your-customer method for secure and trustworthy non-fungible tokens in media assets
Touradj Ebrahimi, Clément Sanh
Non-fungible tokens (NFTs) are becoming very popular in a large number of applications ranging from copyright protection to monetization of both physical and digital assets. It is however a fact that NFTs suffer from a large number of security issues that ...
SPIE-INT SOC OPTICAL ENGINEERING2022